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ORCIDBibTeX records: Francisco Herrera
@article{DBLP:journals/ieeejas/LuzonBAJMSDH24,
author = {Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Nuria Rodr{\'{\i}}guez Barroso and
Alberto Argente{-}Garrido and
Daniel Jim{\'{e}}nez{-}L{\'{o}}pez and
Jose M. Moyano and
Javier Del Ser and
Weiping Ding and
Francisco Herrera},
title = {A Tutorial on Federated Learning from Theory to Practice: Foundations,
Software Frameworks, Exemplary Use Cases, and Selected Trends},
journal = {{IEEE} {CAA} J. Autom. Sinica},
volume = {11},
number = {4},
pages = {824--850},
year = {2024},
url = {https://doi.org/10.1109/JAS.2024.124215},
doi = {10.1109/JAS.2024.124215},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieeejas/LuzonBAJMSDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/TrigueroMPSH24,
author = {Isaac Triguero and
Daniel Molina and
Javier Poyatos and
Javier Del Ser and
Francisco Herrera},
title = {General Purpose Artificial Intelligence Systems {(GPAIS):} Properties,
definition, taxonomy, societal implications and responsible governance},
journal = {Inf. Fusion},
volume = {103},
pages = {102135},
year = {2024},
url = {https://doi.org/10.1016/j.inffus.2023.102135},
doi = {10.1016/J.INFFUS.2023.102135},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/TrigueroMPSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SerARHSH24,
author = {Javier Del Ser and
Alejandro Barredo Arrieta and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Francisco Herrera and
Anna Saranti and
Andreas Holzinger},
title = {On generating trustworthy counterfactual explanations},
journal = {Inf. Sci.},
volume = {655},
pages = {119898},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2023.119898},
doi = {10.1016/J.INS.2023.119898},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/SerARHSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiCLDH24,
author = {Yao Li and
Meiqian Chen and
Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera},
title = {Measuring Additive Consistency of Linguistic Preference Relations
in a Personalized-Individual-Semantics Context: {A} Systematic Investigation
With Axiomatic Design},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {4},
pages = {2613--2624},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2023.3344810},
doi = {10.1109/TSMC.2023.3344810},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiCLDH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01775,
author = {Rosana Montes and
Cristina Zuheros and
Jeovani M. Morales and
Noe Zerme{\~{n}}o and
Jeronimo Duran and
Francisco Herrera},
title = {Design and consensus content validity of the questionnaire for b-learning
education: {A} 2-Tuple Fuzzy Linguistic Delphi based Decision Support
Tool},
journal = {CoRR},
volume = {abs/2402.01775},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01775},
doi = {10.48550/ARXIV.2402.01775},
eprinttype = {arXiv},
eprint = {2402.01775},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05550,
author = {Rosana Montes and
Ana M. S{\'{a}}nchez and
Pedro Villar and
Francisco Herrera},
title = {Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria
hesitant fuzzy linguistic term set opinions to build confidence and
trust},
journal = {CoRR},
volume = {abs/2403.05550},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05550},
doi = {10.48550/ARXIV.2403.05550},
eprinttype = {arXiv},
eprint = {2403.05550},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15587,
author = {Cristina Zuheros and
David Herrera{-}Poyatos and
Rosana Montes and
Francisco Herrera},
title = {Large language models for crowd decision making based on prompt design
strategies using ChatGPT: models, analysis and challenges},
journal = {CoRR},
volume = {abs/2403.15587},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15587},
doi = {10.48550/ARXIV.2403.15587},
eprinttype = {arXiv},
eprint = {2403.15587},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MontesZMZDH23,
author = {Rosana Montes and
Cristina Zuheros and
Jeovani Morales and
Noe Zerme{\~{n}}o and
Jeronimo Duran and
Francisco Herrera},
title = {Design and consensus content validity of the questionnaire for b-learning
education: {A} 2-Tuple Fuzzy Linguistic Delphi based Decision Support
Tool},
journal = {Appl. Soft Comput.},
volume = {147},
pages = {110755},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110755},
doi = {10.1016/J.ASOC.2023.110755},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/MontesZMZDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/PoyatosMMSH23,
author = {Javier Poyatos and
Daniel Molina and
Aitor Mart{\'{\i}}nez{-}Seras and
Javier Del Ser and
Francisco Herrera},
title = {Multiobjective evolutionary pruning of Deep Neural Networks with Transfer
Learning for improving their performance and robustness},
journal = {Appl. Soft Comput.},
volume = {147},
pages = {110757},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110757},
doi = {10.1016/J.ASOC.2023.110757},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/PoyatosMMSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/LiLXH23,
author = {Mengqi Li and
Xia Liu and
Yejun Xu and
Francisco Herrera},
title = {An improved multiplicative acceptability consistency-driven group
decision making with triangular fuzzy reciprocal preference relations},
journal = {Comput. Ind. Eng.},
volume = {176},
pages = {108981},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.108981},
doi = {10.1016/J.CIE.2023.108981},
timestamp = {Sat, 18 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/LiLXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/LiHLXH23,
author = {Mengqi Li and
Jing Huang and
Xia Liu and
Yejun Xu and
Francisco Herrera},
title = {Corrigendum to "An improved multiplicative acceptability consistency-driven
group decision making with triangular fuzzy reciprocal preference
relations" [Comput. Ind. Eng. 176 {(2023)} 108981]},
journal = {Comput. Ind. Eng.},
volume = {183},
pages = {109431},
year = {2023},
url = {https://doi.org/10.1016/j.cie.2023.109431},
doi = {10.1016/J.CIE.2023.109431},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candie/LiHLXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Sevillano-Garcia23,
author = {Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {{REVEL} Framework to Measure Local Linear Explanations for Black-Box
Models: Deep Learning Image Classification Case Study},
journal = {Int. J. Intell. Syst.},
volume = {2023},
pages = {1--34},
year = {2023},
url = {https://doi.org/10.1155/2023/8068569},
doi = {10.1155/2023/8068569},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/Sevillano-Garcia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Aguilera-Martos23,
author = {Ignacio Aguilera{-}Martos and
{\'{A}}ngel Miguel Garc{\'{\i}}a{-}Vico and
Juli{\'{a}}n Luengo and
Sergio Damas and
Francisco J. Melero and
Jos{\'{e}} Javier Valle{-}Alonso and
Francisco Herrera},
title = {{TSFEDL:} {A} python library for time series spatio-temporal feature
extraction and prediction using deep learning},
journal = {Neurocomputing},
volume = {517},
pages = {223--228},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2022.10.062},
doi = {10.1016/J.NEUCOM.2022.10.062},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Aguilera-Martos23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AguileraMartosGGCLLH23,
author = {Ignacio Aguilera{-}Martos and
Marta Garc{\'{\i}}a{-}B{\'{a}}rzana and
Diego Garc{\'{\i}}a{-}Gil and
Jacinto Carrasco and
David L{\'{o}}pez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Multi-step histogram based outlier scores for unsupervised anomaly
detection: ArcelorMittal engineering dataset case of study},
journal = {Neurocomputing},
volume = {544},
pages = {126228},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126228},
doi = {10.1016/J.NEUCOM.2023.126228},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AguileraMartosGGCLLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/BarrosoJLHM23,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Daniel Jim{\'{e}}nez{-}L{\'{o}}pez and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara},
title = {Survey on federated learning threats: Concepts, taxonomy on attacks
and defences, experimental study and challenges},
journal = {Inf. Fusion},
volume = {90},
pages = {148--173},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2022.09.011},
doi = {10.1016/J.INFFUS.2022.09.011},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/BarrosoJLHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ZuherosMHKH23,
author = {Cristina Zuheros and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Enrique Herrera{-}Viedma and
Iyad A. Katib and
Francisco Herrera},
title = {Explainable Crowd Decision Making methodology guided by expert natural
language opinions based on Sentiment Analysis with Attention-based
Deep Learning and Subgroup Discovery},
journal = {Inf. Fusion},
volume = {97},
pages = {101821},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101821},
doi = {10.1016/J.INFFUS.2023.101821},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/ZuherosMHKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/AliAEMACGSRH23,
author = {Sajid Ali and
Tamer Abuhmed and
Shaker H. Ali El{-}Sappagh and
Khan Muhammad and
Jose Maria Alonso{-}Moral and
Roberto Confalonieri and
Riccardo Guidotti and
Javier Del Ser and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Francisco Herrera},
title = {Explainable Artificial Intelligence {(XAI):} What we know and what
is left to attain Trustworthy Artificial Intelligence},
journal = {Inf. Fusion},
volume = {99},
pages = {101805},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101805},
doi = {10.1016/J.INFFUS.2023.101805},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/AliAEMACGSRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RodriguezMartinezADHTB23,
author = {Iosu Rodr{\'{\i}}guez{-}Mart{\'{\i}}nez and
Tiago da Cruz Asmus and
Gra{\c{c}}aliz Pereira Dimuro and
Francisco Herrera and
Zdenko Tak{\'{a}}c and
Humberto Bustince},
title = {Generalizing max pooling via (a,b)-grouping functions for Convolutional
Neural Networks},
journal = {Inf. Fusion},
volume = {99},
pages = {101893},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101893},
doi = {10.1016/J.INFFUS.2023.101893},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/RodriguezMartinezADHTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RodriguezSCPHH23,
author = {Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Javier Del Ser and
Mark Coeckelbergh and
Marcos L{\'{o}}pez de Prado and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Connecting the dots in trustworthy Artificial Intelligence: From {AI}
principles, ethics, and key requirements to responsible {AI} systems
and regulation},
journal = {Inf. Fusion},
volume = {99},
pages = {101896},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101896},
doi = {10.1016/J.INFFUS.2023.101896},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/RodriguezSCPHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LopezAGHGL23,
author = {David L{\'{o}}pez and
Ignacio Aguilera{-}Martos and
Marta Garc{\'{\i}}a{-}B{\'{a}}rzana and
Francisco Herrera and
Diego Garc{\'{\i}}a{-}Gil and
Juli{\'{a}}n Luengo},
title = {Fusing anomaly detection with false positive mitigation methodology
for predictive maintenance under multivariate time series},
journal = {Inf. Fusion},
volume = {100},
pages = {101957},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101957},
doi = {10.1016/J.INFFUS.2023.101957},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/LopezAGHGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PoyatosMMSH23,
author = {Javier Poyatos and
Daniel Molina and
Aritz D. Martinez and
Javier Del Ser and
Francisco Herrera},
title = {EvoPruneDeepTL: An evolutionary pruning model for transfer learning
based deep neural networks},
journal = {Neural Networks},
volume = {158},
pages = {59--82},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2022.10.011},
doi = {10.1016/J.NEUNET.2022.10.011},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/PoyatosMMSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/DingCDYH23,
author = {Zhaogang Ding and
Xia Chen and
Yucheng Dong and
Shui Yu and
Francisco Herrera},
title = {Consensus Convergence Speed in Social Network DeGroot Model: The Effects
of the Agents With High Self-Confidence Levels},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {10},
number = {5},
pages = {2882--2892},
year = {2023},
url = {https://doi.org/10.1109/TCSS.2022.3191468},
doi = {10.1109/TCSS.2022.3191468},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/DingCDYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiXLCH23,
author = {Mengqi Li and
Yejun Xu and
Xia Liu and
Francisco Chiclana and
Francisco Herrera},
title = {A Trust Risk Dynamic Management Mechanism Based on Third-Party Monitoring
for the Conflict-Eliminating Process of Social Network Group Decision
Making},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {6},
pages = {3399--3413},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3159866},
doi = {10.1109/TCYB.2022.3159866},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LiXLCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Rosales-Perez0H23,
author = {Alejandro Rosales{-}P{\'{e}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Handling Imbalanced Classification Problems With Support Vector Machines
via Evolutionary Bilevel Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {8},
pages = {4735--4747},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3163974},
doi = {10.1109/TCYB.2022.3163974},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/Rosales-Perez0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/DengZHH23,
author = {Jiang Deng and
Jianming Zhan and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Regret Theory-Based Three-Way Decision Method on Incomplete Multiscale
Decision Information Systems With Interval Fuzzy Numbers},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {31},
number = {3},
pages = {982--996},
year = {2023},
url = {https://doi.org/10.1109/TFUZZ.2022.3193453},
doi = {10.1109/TFUZZ.2022.3193453},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/DengZHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WuZDXAH23,
author = {Zhibin Wu and
Qinyue Zhou and
Yucheng Dong and
Jiuping Xu and
Abdulrahman H. Altalhi and
Francisco Herrera},
title = {Mixed Opinion Dynamics Based on DeGroot Model and Hegselmann-Krause
Model in Social Networks},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {1},
pages = {296--308},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3178230},
doi = {10.1109/TSMC.2022.3178230},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/WuZDXAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ZuherosMHH23,
author = {Cristina Zuheros and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis
for Leveraging the Wisdom of the Crowd},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {53},
number = {1},
pages = {369--379},
year = {2023},
url = {https://doi.org/10.1109/TSMC.2022.3180938},
doi = {10.1109/TSMC.2022.3180938},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/ZuherosMHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecbseerc/Herrera23,
author = {Francisco Herrera},
editor = {Jan Kofron and
Tiziana Margaria and
Cristina Seceleanu},
title = {Toward Responsible Artificial Intelligence Systems: Safety and Trustworthiness},
booktitle = {Engineering of Computer-Based Systems - 8th International Conference,
{ECBS} 2023, V{\"{a}}ster{\aa}s, Sweden, October 16-18, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14390},
pages = {7--11},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49252-5\_2},
doi = {10.1007/978-3-031-49252-5\_2},
timestamp = {Thu, 07 Dec 2023 14:16:20 +0100},
biburl = {https://dblp.org/rec/conf/ecbseerc/Herrera23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/AguileraMartosLH23,
author = {Ignacio Aguilera{-}Martos and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {39--48},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_4},
doi = {10.1007/978-3-031-40725-3\_4},
timestamp = {Thu, 07 Sep 2023 14:11:08 +0200},
biburl = {https://dblp.org/rec/conf/hais/AguileraMartosLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SevillanoGarciaLH23,
author = {Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Optimizing {LIME} Explanations Using {REVEL} Metrics},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {304--313},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_26},
doi = {10.1007/978-3-031-40725-3\_26},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SevillanoGarciaLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/Sevillano-Garcia23,
author = {Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Luca Longo},
title = {Low-Impact Feature Reduction Regularization Term: How to Improve Artificial
Intelligence with Explainability},
booktitle = {Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral
Consortium co-located with the 1st World Conference on eXplainable
Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3554},
pages = {135--139},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3554/paper24.pdf},
timestamp = {Mon, 04 Dec 2023 14:02:45 +0100},
biburl = {https://dblp.org/rec/conf/xai/Sevillano-Garcia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10253,
author = {Javier Poyatos and
Daniel Molina and
Aitor Mart{\'{\i}}nez{-}Seras and
Javier Del Ser and
Francisco Herrera},
title = {Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer
Learning for improving their Performance and Robustness},
journal = {CoRR},
volume = {abs/2302.10253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10253},
doi = {10.48550/ARXIV.2302.10253},
eprinttype = {arXiv},
eprint = {2302.10253},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-02231,
author = {Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Javier Del Ser and
Mark Coeckelbergh and
Marcos L{\'{o}}pez de Prado and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Connecting the Dots in Trustworthy Artificial Intelligence: From {AI}
Principles, Ethics, and Key Requirements to Responsible {AI} Systems
and Regulation},
journal = {CoRR},
volume = {abs/2305.02231},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.02231},
doi = {10.48550/ARXIV.2305.02231},
eprinttype = {arXiv},
eprint = {2305.02231},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-02231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-14283,
author = {Isaac Triguero and
Daniel Molina and
Javier Poyatos and
Javier Del Ser and
Francisco Herrera},
title = {General Purpose Artificial Intelligence Systems {(GPAIS):} Properties,
Definition, Taxonomy, Open Challenges and Implications},
journal = {CoRR},
volume = {abs/2307.14283},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.14283},
doi = {10.48550/ARXIV.2307.14283},
eprinttype = {arXiv},
eprint = {2307.14283},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-14283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19775,
author = {Luca Longo and
Mario Brcic and
Federico Cabitza and
Jaesik Choi and
Roberto Confalonieri and
Javier Del Ser and
Riccardo Guidotti and
Yoichi Hayashi and
Francisco Herrera and
Andreas Holzinger and
Richard Jiang and
Hassan Khosravi and
Freddy L{\'{e}}cu{\'{e}} and
Gianclaudio Malgieri and
Andr{\'{e}}s P{\'{a}}ez and
Wojciech Samek and
Johannes Schneider and
Timo Speith and
Simone Stumpf},
title = {Explainable Artificial Intelligence {(XAI)} 2.0: {A} Manifesto of
Open Challenges and Interdisciplinary Research Directions},
journal = {CoRR},
volume = {abs/2310.19775},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19775},
doi = {10.48550/ARXIV.2310.19775},
eprinttype = {arXiv},
eprint = {2310.19775},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11717,
author = {Daniel Jim{\'{e}}nez{-}L{\'{o}}pez and
Nuria Rodr{\'{\i}}guez Barroso and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {Can we infer the presence of Differential Privacy in Deep Learning
models' weights? Towards more secure Deep Learning},
journal = {CoRR},
volume = {abs/2311.11717},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.11717},
doi = {10.48550/ARXIV.2311.11717},
eprinttype = {arXiv},
eprint = {2311.11717},
timestamp = {Thu, 23 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-11717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiuWMH22,
author = {Xiu Liu and
Ning Wang and
Daniel Molina and
Francisco Herrera},
title = {A least square support vector machine approach based on bvRNA-GA for
modeling photovoltaic systems},
journal = {Appl. Soft Comput.},
volume = {117},
pages = {108357},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2021.108357},
doi = {10.1016/J.ASOC.2021.108357},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/LiuWMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/WuZLH22,
author = {Tong Wu and
Cristina Zuheros and
Xinwang Liu and
Francisco Herrera},
title = {Managing minority opinions in large-scale group decision making based
on community detection and group polarization},
journal = {Comput. Ind. Eng.},
volume = {170},
pages = {108337},
year = {2022},
url = {https://doi.org/10.1016/j.cie.2022.108337},
doi = {10.1016/J.CIE.2022.108337},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/WuZLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/Al-TwijriLHV22,
author = {Mohammed Ibrahim Al{-}Twijri and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Francisco Herrera and
Sebasti{\'{a}}n Ventura},
title = {Course Recommendation based on Sequences: An Evolutionary Search of
Emerging Sequential Patterns},
journal = {Cogn. Comput.},
volume = {14},
number = {4},
pages = {1474--1495},
year = {2022},
url = {https://doi.org/10.1007/s12559-022-10015-5},
doi = {10.1007/S12559-022-10015-5},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/Al-TwijriLHV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/Sosa-HernandezM21,
author = {V{\'{\i}}ctor Adri{\'{a}}n Sosa{-}Hern{\'{a}}ndez and
Ra{\'{u}}l Monroy and
Miguel Angel Medina{-}P{\'{e}}rez and
Octavio Loyola{-}Gonz{\'{a}}lez and
Francisco Herrera},
title = {A Practical Tutorial for Decision Tree Induction: Evaluation Measures
for Candidate Splits and Opportunities},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {1},
pages = {18:1--18:38},
year = {2022},
url = {https://doi.org/10.1145/3429739},
doi = {10.1145/3429739},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/Sosa-HernandezM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/FernandezCCMH22,
author = {Juan Fern{\'{a}}ndez Salas and
Manuel Chiach{\'{\i}}o and
Juan Chiach{\'{\i}}o and
Rafael Mu{\~{n}}oz and
Francisco Herrera},
title = {Uncertainty quantification in Neural Networks by Approximate Bayesian
Computation: Application to fatigue in composite materials},
journal = {Eng. Appl. Artif. Intell.},
volume = {107},
pages = {104511},
year = {2022},
url = {https://doi.org/10.1016/j.engappai.2021.104511},
doi = {10.1016/J.ENGAPPAI.2021.104511},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/FernandezCCMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/BarrosoMLH22,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {Dynamic defense against byzantine poisoning attacks in federated learning},
journal = {Future Gener. Comput. Syst.},
volume = {133},
pages = {1--9},
year = {2022},
url = {https://doi.org/10.1016/j.future.2022.03.003},
doi = {10.1016/J.FUTURE.2022.03.003},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/BarrosoMLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LamasTMPFOH22,
author = {Alberto Lamas and
Siham Tabik and
Antonio Cano Montes and
Francisco P{\'{e}}rez{-}Hern{\'{a}}ndez and
Jorge Garc{\'{\i}}a{-}Torres Fern{\'{a}}ndez and
Roberto Olmos and
Francisco Herrera},
title = {Human pose estimation for mitigating false negatives in weapon detection
in video-surveillance},
journal = {Neurocomputing},
volume = {489},
pages = {488--503},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.12.059},
doi = {10.1016/J.NEUCOM.2021.12.059},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LamasTMPFOH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LiuXGH22,
author = {Xia Liu and
Yejun Xu and
Zaiwu Gong and
Francisco Herrera},
title = {Democratic consensus reaching process for multi-person multi-criteria
large scale decision making considering participants' individual attributes
and concerns},
journal = {Inf. Fusion},
volume = {77},
pages = {220--232},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2021.07.023},
doi = {10.1016/J.INFFUS.2021.07.023},
timestamp = {Tue, 12 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/LiuXGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LuengoMSCPFMH22,
author = {Juli{\'{a}}n Luengo and
Ra{\'{u}}l Moreno and
Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
David Charte and
Adri{\'{a}}n Pel{\'{a}}ez{-}Vegas and
Marta Fern{\'{a}}ndez{-}Moreno and
Pablo Mesejo and
Francisco Herrera},
title = {A tutorial on the segmentation of metallographic images: Taxonomy,
new MetalDAM dataset, deep learning-based ensemble model, experimental
analysis and challenges},
journal = {Inf. Fusion},
volume = {78},
pages = {232--253},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2021.09.018},
doi = {10.1016/J.INFFUS.2021.09.018},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/LuengoMSCPFMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RodriguezLSFDTF22,
author = {Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Alberto Lamas and
Jules Sanchez and
Gianni Franchi and
Ivan Donadello and
Siham Tabik and
David Filliat and
Policarpo Cruz and
Rosana Montes and
Francisco Herrera},
title = {EXplainable Neural-Symbolic Learning (\emph{X-NeSyL}) methodology
to fuse deep learning representations with expert knowledge graphs:
The MonuMAI cultural heritage use case},
journal = {Inf. Fusion},
volume = {79},
pages = {58--83},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2021.09.022},
doi = {10.1016/J.INFFUS.2021.09.022},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/RodriguezLSFDTF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/NanSWSRSHONGEPA22,
author = {Yang Nan and
Javier Del Ser and
Simon Walsh and
Carola Sch{\"{o}}nlieb and
Michael Roberts and
Ian Selby and
Kit Howard and
John Owen and
Jon Neville and
Julien Guiot and
Benoit Ernst and
Ana Pastor and
Angel Alberich{-}Bayarri and
Marion I. Menzel and
Sean Walsh and
Wim Vos and
Nina Flerin and
Jean{-}Paul Charbonnier and
Eva M. van Rikxoort and
Avishek Chatterjee and
Henry C. Woodruff and
Philippe Lambin and
Leonor Cerd{\'{a}} Alberich and
Luis Mart{\'{\i}}{-}Bonmat{\'{\i}} and
Francisco Herrera and
Guang Yang},
title = {Data harmonisation for information fusion in digital healthcare: {A}
state-of-the-art systematic review, meta-analysis and future research
directions},
journal = {Inf. Fusion},
volume = {82},
pages = {99--122},
year = {2022},
url = {https://doi.org/10.1016/j.inffus.2022.01.001},
doi = {10.1016/J.INFFUS.2022.01.001},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/NanSWSRSHONGEPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/FernandezDMH22,
author = {Rub{\'{e}}n R. Fern{\'{a}}ndez and
Isaac Mart{\'{\i}}n de Diego and
Javier M. Moguerza and
Francisco Herrera},
title = {Explanation sets: {A} general framework for machine learning explainability},
journal = {Inf. Sci.},
volume = {617},
pages = {464--481},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.10.084},
doi = {10.1016/J.INS.2022.10.084},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/FernandezDMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/BarrosoMLH22,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {Backdoor attacks-resilient aggregation based on Robust Filtering of
Outliers in federated learning for image classification},
journal = {Knowl. Based Syst.},
volume = {245},
pages = {108588},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108588},
doi = {10.1016/J.KNOSYS.2022.108588},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/BarrosoMLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/IturriaLCLSH22,
author = {Alai{\~{n}}e Iturria and
Jokin Labaien and
Santi Charramendieta and
Aizea Lojo and
Javier Del Ser and
Francisco Herrera},
title = {A framework for adapting online prediction algorithms to outlier detection
over time series},
journal = {Knowl. Based Syst.},
volume = {256},
pages = {109823},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.109823},
doi = {10.1016/J.KNOSYS.2022.109823},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/IturriaLCLSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Rodriguez-Martinez22,
author = {Iosu Rodr{\'{\i}}guez{-}Mart{\'{\i}}nez and
Julio Lafuente and
Regivan H. N. Santiago and
Gra{\c{c}}aliz Pereira Dimuro and
Francisco Herrera and
Humberto Bustince},
title = {Replacing pooling functions in Convolutional Neural Networks by linear
combinations of increasing functions},
journal = {Neural Networks},
volume = {152},
pages = {380--393},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.04.028},
doi = {10.1016/J.NEUNET.2022.04.028},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Rodriguez-Martinez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/CharteCH22,
author = {David Charte and
Francisco Charte and
Francisco Herrera},
title = {Reducing Data Complexity Using Autoencoders With Class-Informed Loss
Functions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9549--9560},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3127698},
doi = {10.1109/TPAMI.2021.3127698},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/CharteCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/MaldonadoVFH22,
author = {Sebasti{\'{a}}n Maldonado and
Carla Vairetti and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {{FW-SMOTE:} {A} feature-weighted oversampling approach for imbalanced
classification},
journal = {Pattern Recognit.},
volume = {124},
pages = {108511},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108511},
doi = {10.1016/J.PATCOG.2021.108511},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/MaldonadoVFH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/MartinezSOH22,
author = {Aritz D. Martinez and
Javier Del Ser and
Eneko Osaba and
Francisco Herrera},
title = {Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement
Learning},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {2},
pages = {233--247},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2021.3083362},
doi = {10.1109/TEVC.2021.3083362},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/MartinezSOH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/WuLQH22,
author = {Tong Wu and
Xinwang Liu and
Jindong Qin and
Francisco Herrera},
title = {Trust-Consensus Multiplex Networks by Combining Trust Social Network
Analysis and Consensus Evolution Methods in Group Decision-Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {30},
number = {11},
pages = {4741--4753},
year = {2022},
url = {https://doi.org/10.1109/TFUZZ.2022.3158432},
doi = {10.1109/TFUZZ.2022.3158432},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/WuLQH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiDPH22,
author = {Cong{-}Cong Li and
Yucheng Dong and
Witold Pedrycz and
Francisco Herrera},
title = {Integrating Continual Personalized Individual Semantics Learning in
Consensus Reaching in Linguistic Group Decision Making},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {3},
pages = {1525--1536},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2020.3031086},
doi = {10.1109/TSMC.2020.3031086},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/LiDPH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WuLQH22,
author = {Tong Wu and
Xinwang Liu and
Jindong Qin and
Francisco Herrera},
title = {A New Clustering Algorithm With Preference Adjustment Cost to Reduce
the Cooperation Complexity in Large-Scale Group Decision Making},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {52},
number = {8},
pages = {5271--5283},
year = {2022},
url = {https://doi.org/10.1109/TSMC.2021.3120809},
doi = {10.1109/TSMC.2021.3120809},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/WuLQH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/SuarezGGH22,
author = {Juan{-}Luis Su{\'{a}}rez and
Germ{\'{a}}n Gonz{\'{a}}lez{-}Almagro and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Hamido Fujita and
Philippe Fournier{-}Viger and
Moonis Ali and
Yinglin Wang},
title = {A Preliminary Approach for using Metric Learning in Monotonic Classification},
booktitle = {Advances and Trends in Artificial Intelligence. Theory and Practices
in Artificial Intelligence - 35th International Conference on Industrial,
Engineering and Other Applications of Applied Intelligent Systems,
{IEA/AIE} 2022, Kitakyushu, Japan, July 19-22, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13343},
pages = {773--784},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08530-7\_65},
doi = {10.1007/978-3-031-08530-7\_65},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/SuarezGGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-06505,
author = {Yang Nan and
Javier Del Ser and
Simon Walsh and
Carola Sch{\"{o}}nlieb and
Michael Roberts and
Ian Selby and
Kit Howard and
John Owen and
Jon Neville and
Julien Guiot and
Benoit Ernst and
Ana Pastor and
Angel Alberich{-}Bayarri and
Marion I. Menzel and
Sean Walsh and
Wim Vos and
Nina Flerin and
Jean{-}Paul Charbonnier and
Eva M. van Rikxoort and
Avishek Chatterjee and
Henry C. Woodruff and
Philippe Lambin and
Leonor Cerd{\'{a}} Alberich and
Luis Mart{\'{\i}}{-}Bonmat{\'{\i}} and
Francisco Herrera and
Guang Yang},
title = {Data Harmonisation for Information Fusion in Digital Healthcare: {A}
State-of-the-Art Systematic Review, Meta-Analysis and Future Research
Directions},
journal = {CoRR},
volume = {abs/2201.06505},
year = {2022},
url = {https://arxiv.org/abs/2201.06505},
eprinttype = {arXiv},
eprint = {2201.06505},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-06505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08135,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Daniel Jim{\'{e}}nez{-}L{\'{o}}pez and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara},
title = {Survey on Federated Learning Threats: concepts, taxonomy on attacks
and defences, experimental study and challenges},
journal = {CoRR},
volume = {abs/2201.08135},
year = {2022},
url = {https://arxiv.org/abs/2201.08135},
eprinttype = {arXiv},
eprint = {2201.08135},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03844,
author = {Javier Poyatos and
Daniel Molina and
Aritz D. Martinez and
Javier Del Ser and
Francisco Herrera},
title = {EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning
based Deep Neural Networks},
journal = {CoRR},
volume = {abs/2202.03844},
year = {2022},
url = {https://arxiv.org/abs/2202.03844},
eprinttype = {arXiv},
eprint = {2202.03844},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10231,
author = {Alejandro Rosales{-}P{\'{e}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Handling Imbalanced Classification Problems With Support Vector Machines
via Evolutionary Bilevel Optimization},
journal = {CoRR},
volume = {abs/2204.10231},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10231},
doi = {10.48550/ARXIV.2204.10231},
eprinttype = {arXiv},
eprint = {2204.10231},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10232,
author = {Javier Del Ser and
Alejandro Barredo Arrieta and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Francisco Herrera and
Andreas Holzinger},
title = {Exploring the Trade-off between Plausibility, Change Intensity and
Adversarial Power in Counterfactual Explanations using Multi-objective
Optimization},
journal = {CoRR},
volume = {abs/2205.10232},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10232},
doi = {10.48550/ARXIV.2205.10232},
eprinttype = {arXiv},
eprint = {2205.10232},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03179,
author = {Ignacio Aguilera{-}Martos and
{\'{A}}ngel Miguel Garc{\'{\i}}a{-}Vico and
Juli{\'{a}}n Luengo and
Sergio Damas and
Francisco J. Melero and
Jos{\'{e}} Javier Valle{-}Alonso and
Francisco Herrera},
title = {{TSFEDL:} {A} Python Library for Time Series Spatio-Temporal Feature
Extraction and Prediction using Deep Learning (with Appendices on
Detailed Network Architectures and Experimental Cases of Study)},
journal = {CoRR},
volume = {abs/2206.03179},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03179},
doi = {10.48550/ARXIV.2206.03179},
eprinttype = {arXiv},
eprint = {2206.03179},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02048,
author = {Yang Nan and
Javier Del Ser and
Zeyu Tang and
Peng Tang and
Xiaodan Xing and
Yingying Fang and
Francisco Herrera and
Witold Pedrycz and
Simon Walsh and
Guang Yang},
title = {Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation},
journal = {CoRR},
volume = {abs/2209.02048},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02048},
doi = {10.48550/ARXIV.2209.02048},
eprinttype = {arXiv},
eprint = {2209.02048},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06154,
author = {Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Juli{\'{a}}n Luengo{-}Mart{\'{\i}}n and
Francisco Herrera},
title = {{REVEL} Framework to measure Local Linear Explanations for black-box
models: Deep Learning Image Classification case of study},
journal = {CoRR},
volume = {abs/2211.06154},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06154},
doi = {10.48550/ARXIV.2211.06154},
eprinttype = {arXiv},
eprint = {2211.06154},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Perez-SanchezCM21,
author = {Ismay P{\'{e}}rez{-}S{\'{a}}nchez and
B{\'{a}}rbara Cervantes and
Miguel Angel Medina{-}P{\'{e}}rez and
Ra{\'{u}}l Monroy and
Octavio Loyola{-}Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes
for Fast Latent Fingerprint Identification},
journal = {{IEEE} Access},
volume = {9},
pages = {85488--85499},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3088314},
doi = {10.1109/ACCESS.2021.3088314},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Perez-SanchezCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/PalomaresMMGCCA21,
author = {Iv{\'{a}}n Palomares and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Rosana Montes and
Pablo Garc{\'{\i}}a{-}Moral and
Manuel Chiach{\'{\i}}o and
Juan Chiach{\'{\i}}o and
Sergio Alonso and
Francisco J. Melero and
Daniel Molina and
B{\'{a}}rbara Fern{\'{a}}ndez and
Cristina Moral and
Rosario Marchena and
Javier P{\'{e}}rez de Vargas and
Francisco Herrera},
title = {A panoramic view and swot analysis of artificial intelligence for
achieving the sustainable development goals by 2030: progress and
prospects},
journal = {Appl. Intell.},
volume = {51},
number = {9},
pages = {6497--6527},
year = {2021},
url = {https://doi.org/10.1007/s10489-021-02264-y},
doi = {10.1007/S10489-021-02264-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/PalomaresMMGCCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/WuLQH21,
author = {Tong Wu and
Xinwang Liu and
Jindong Qin and
Francisco Herrera},
title = {An interval type-2 fuzzy Kano-prospect-TOPSIS based {QFD} model: Application
to Chinese e-commerce service design},
journal = {Appl. Soft Comput.},
volume = {111},
pages = {107665},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107665},
doi = {10.1016/J.ASOC.2021.107665},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/WuLQH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LoboSOBH21,
author = {Jesus L. Lobo and
Javier Del Ser and
Eneko Osaba and
Albert Bifet and
Francisco Herrera},
title = {{CURIE:} a cellular automaton for concept drift detection},
journal = {Data Min. Knowl. Discov.},
volume = {35},
number = {6},
pages = {2655--2678},
year = {2021},
url = {https://doi.org/10.1007/s10618-021-00776-2},
doi = {10.1007/S10618-021-00776-2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/LoboSOBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/Leon-CastroEMHH21,
author = {Ernesto Le{\'{o}}n{-}Castro and
Luis F. Espinoza{-}Audelo and
Jos{\'{e}} M. Merig{\'{o}} and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Measuring volatility based on ordered weighted average operators:
The case of agricultural product prices},
journal = {Fuzzy Sets Syst.},
volume = {422},
pages = {161--176},
year = {2021},
url = {https://doi.org/10.1016/j.fss.2020.08.006},
doi = {10.1016/J.FSS.2020.08.006},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/Leon-CastroEMHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LamasTCMMCH21,
author = {Alberto Lamas and
Siham Tabik and
Policarpo Cruz and
Rosana Montes and
{\'{A}}lvaro Mart{\'{\i}}nez{-}Sevilla and
Teresa Cruz and
Francisco Herrera},
title = {MonuMAI: Dataset, deep learning pipeline and citizen science based
app for monumental heritage taxonomy and classification},
journal = {Neurocomputing},
volume = {420},
pages = {266--280},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.09.041},
doi = {10.1016/J.NEUCOM.2020.09.041},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LamasTCMMCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SuarezGH21,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A tutorial on distance metric learning: Mathematical foundations,
algorithms, experimental analysis, prospects and challenges},
journal = {Neurocomputing},
volume = {425},
pages = {300--322},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.08.017},
doi = {10.1016/J.NEUCOM.2020.08.017},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SuarezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GonzalezGLJH21,
author = {Sergio Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Sheng{-}Tun Li and
Robert Ivor John and
Francisco Herrera},
title = {Fuzzy \emph{k}-nearest neighbors with monotonicity constraints: Moving
towards the robustness of monotonic noise},
journal = {Neurocomputing},
volume = {439},
pages = {106--121},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2019.12.152},
doi = {10.1016/J.NEUCOM.2019.12.152},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GonzalezGLJH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CarrascoLAGMGAL21,
author = {Jacinto Carrasco and
David L{\'{o}}pez and
Ignacio Aguilera{-}Martos and
Diego Garc{\'{\i}}a{-}Gil and
Irina Markova and
Marta Garc{\'{\i}}a{-}B{\'{a}}rzana and
Manuel Arias{-}Rodil and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Anomaly detection in predictive maintenance: {A} new evaluation framework
for temporal unsupervised anomaly detection algorithms},
journal = {Neurocomputing},
volume = {462},
pages = {440--452},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.07.095},
doi = {10.1016/J.NEUCOM.2021.07.095},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CarrascoLAGMGAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Fdez-SanchezPFH21,
author = {J. A. Fdez{-}S{\'{a}}nchez and
Jos{\'{e}} Daniel Pascual{-}Triana and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Learning interpretable multi-class models by means of hierarchical
decomposition: Threshold Control for Nested Dichotomies},
journal = {Neurocomputing},
volume = {463},
pages = {514--524},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.07.097},
doi = {10.1016/J.NEUCOM.2021.07.097},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Fdez-SanchezPFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/WuZKZCLDH21,
author = {Yuzhu Wu and
Zhen Zhang and
Gang Kou and
Hengjie Zhang and
Xiangrui Chao and
Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera},
title = {Distributed linguistic representations in decision making: Taxonomy,
key elements and applications, and challenges in data science and
explainable artificial intelligence},
journal = {Inf. Fusion},
volume = {65},
pages = {165--178},
year = {2021},
url = {https://doi.org/10.1016/j.inffus.2020.08.018},
doi = {10.1016/J.INFFUS.2020.08.018},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/WuZKZCLDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MartinezSVOPTMH21,
author = {Aritz D. Martinez and
Javier Del Ser and
Esther Villar{-}Rodriguez and
Eneko Osaba and
Javier Poyatos and
Siham Tabik and
Daniel Molina and
Francisco Herrera},
title = {Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical
methodological analysis, cases of study, learned lessons, recommendations
and challenges},
journal = {Inf. Fusion},
volume = {67},
pages = {161--194},
year = {2021},
url = {https://doi.org/10.1016/j.inffus.2020.10.014},
doi = {10.1016/J.INFFUS.2020.10.014},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/MartinezSVOPTMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ZuherosMHH21,
author = {Cristina Zuheros and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Sentiment Analysis based Multi-Person Multi-criteria Decision Making
methodology using natural language processing and deep learning for
smarter decision aid. Case study of restaurant choice using TripAdvisor
reviews},
journal = {Inf. Fusion},
volume = {68},
pages = {22--36},
year = {2021},
url = {https://doi.org/10.1016/j.inffus.2020.10.019},
doi = {10.1016/J.INFFUS.2020.10.019},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/ZuherosMHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/HussainCPHH21,
author = {Amir Hussain and
Erik Cambria and
Soujanya Poria and
Ahmad Y. A. Hawalah and
Francisco Herrera},
title = {Information fusion for affective computing and sentiment analysis},
journal = {Inf. Fusion},
volume = {71},
pages = {97--98},
year = {2021},
url = {https://doi.org/10.1016/j.inffus.2021.02.010},
doi = {10.1016/J.INFFUS.2021.02.010},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/HussainCPHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/FortinoBCH21,
author = {Giancarlo Fortino and
Rajkumar Buyya and
Min Chen and
Francisco Herrera},
title = {Special Issue on Methods and Infrastructures for Data Mining at the
Edge of Internet of Things},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {13},
pages = {10220--10221},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2021.3075304},
doi = {10.1109/JIOT.2021.3075304},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/FortinoBCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LoboSH21,
author = {Jesus L. Lobo and
Javier Del Ser and
Francisco Herrera},
title = {{LUNAR:} Cellular automata for drifting data streams},
journal = {Inf. Sci.},
volume = {543},
pages = {467--487},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.08.064},
doi = {10.1016/J.INS.2020.08.064},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LoboSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LinCXGH21,
author = {Mingwei Lin and
Zheyu Chen and
Zeshui Xu and
Xunjie Gou and
Francisco Herrera},
title = {Score function based on concentration degree for probabilistic linguistic
term sets: An application to {TOPSIS} and {VIKOR}},
journal = {Inf. Sci.},
volume = {551},
pages = {270--290},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.10.061},
doi = {10.1016/J.INS.2020.10.061},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LinCXGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LopezRG0H21,
author = {David L{\'{o}}pez and
Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Ning Xiong and
Francisco Herrera},
title = {{BELIEF:} {A} distance-based redundancy-proof feature selection method
for Big Data},
journal = {Inf. Sci.},
volume = {558},
pages = {124--139},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.082},
doi = {10.1016/J.INS.2020.12.082},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LopezRG0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TianXGH21,
author = {Xiaoli Tian and
Zeshui Xu and
Jing Gu and
Francisco Herrera},
title = {A consensus process based on regret theory with probabilistic linguistic
term sets and its application in venture capital},
journal = {Inf. Sci.},
volume = {562},
pages = {347--369},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.02.003},
doi = {10.1016/J.INS.2021.02.003},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/TianXGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/OsabaSMLH21,
author = {Eneko Osaba and
Javier Del Ser and
Aritz D. Martinez and
Jesus L. Lobo and
Francisco Herrera},
title = {{AT-MFCGA:} An Adaptive Transfer-guided Multifactorial Cellular Genetic
Algorithm for Evolutionary Multitasking},
journal = {Inf. Sci.},
volume = {570},
pages = {577--598},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.05.005},
doi = {10.1016/J.INS.2021.05.005},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/OsabaSMLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ChaoKPHH21,
author = {Xiangrui Chao and
Gang Kou and
Yi Peng and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {An efficient consensus reaching framework for large-scale social network
group decision making and its application in urban resettlement},
journal = {Inf. Sci.},
volume = {575},
pages = {499--527},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.06.047},
doi = {10.1016/J.INS.2021.06.047},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ChaoKPHH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LuengoTPH21,
author = {Juli{\'{a}}n Luengo and
D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Ronaldo C. Prati and
Francisco Herrera},
title = {Multiple instance classification: Bag noise filtering for negative
instance noise cleaning},
journal = {Inf. Sci.},
volume = {579},
pages = {388--400},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.07.076},
doi = {10.1016/J.INS.2021.07.076},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LuengoTPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/TangLMXH21,
author = {Ming Tang and
Huchang Liao and
Xiaomei Mi and
Xuanhua Xu and
Francisco Herrera},
title = {Dynamic subgroup-quality-based consensus in managing consistency,
nearness, and evenness quality indices for large-scale group decision
making under hesitant environment},
journal = {J. Oper. Res. Soc.},
volume = {72},
number = {4},
pages = {865--878},
year = {2021},
url = {https://doi.org/10.1080/01605682.2019.1708823},
doi = {10.1080/01605682.2019.1708823},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/TangLMXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/GouXLH21,
author = {Xunjie Gou and
Zeshui Xu and
Huchang Liao and
Francisco Herrera},
title = {Probabilistic double hierarchy linguistic term set and its use in
designing an improved {VIKOR} method: The application in smart healthcare},
journal = {J. Oper. Res. Soc.},
volume = {72},
number = {12},
pages = {2611--2630},
year = {2021},
url = {https://doi.org/10.1080/01605682.2020.1806741},
doi = {10.1080/01605682.2020.1806741},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jors/GouXLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Pascual-TrianaC21,
author = {Jos{\'{e}} Daniel Pascual{-}Triana and
David Charte and
Marta Andr{\'{e}}s Arroyo and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Revisiting data complexity metrics based on morphology for overlap
and imbalance: snapshot, new overlap number of balls metrics and singular
problems prospect},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {7},
pages = {1961--1989},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01577-1},
doi = {10.1007/S10115-021-01577-1},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/Pascual-TrianaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LopezMLH21,
author = {Miguel L{\'{o}}pez and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {{ADOPS:} Aspect Discovery OPinion Summarisation Methodology based
on deep learning and subgroup discovery for generating explainable
opinion summaries},
journal = {Knowl. Based Syst.},
volume = {231},
pages = {107455},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107455},
doi = {10.1016/J.KNOSYS.2021.107455},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LopezMLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SuarezGH21,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Ordinal regression with explainable distance metric learning based
on ordered sequences},
journal = {Mach. Learn.},
volume = {110},
number = {10},
pages = {2729--2762},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06010-w},
doi = {10.1007/S10994-021-06010-W},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SuarezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/RodriguezLFGH21,
author = {N{\'{e}}stor Rodr{\'{\i}}guez and
David L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{SOUL:} Scala Oversampling and Undersampling Library for imbalance
classification},
journal = {SoftwareX},
volume = {15},
pages = {100767},
year = {2021},
url = {https://doi.org/10.1016/j.softx.2021.100767},
doi = {10.1016/J.SOFTX.2021.100767},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/softx/RodriguezLFGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/Perez-Hernandez21,
author = {Francisco P{\'{e}}rez{-}Hern{\'{a}}ndez and
Jos{\'{e}} Rodr{\'{\i}}guez{-}Ortega and
Yassir Benhammou and
Francisco Herrera and
Siham Tabik},
title = {CI-Dataset and DetDSCI Methodology for Detecting Too Small and Too
Large Critical Infrastructures in Satellite Images: Airports and Electrical
Substations as Case Study},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {14},
pages = {12149--12162},
year = {2021},
url = {https://doi.org/10.1109/JSTARS.2021.3128994},
doi = {10.1109/JSTARS.2021.3128994},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/Perez-Hernandez21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/OsabaVSNMLSCH21,
author = {Eneko Osaba and
Esther Villar{-}Rodriguez and
Javier Del Ser and
Antonio J. Nebro and
Daniel Molina and
Antonio LaTorre and
Ponnuthurai N. Suganthan and
Carlos A. Coello Coello and
Francisco Herrera},
title = {A Tutorial On the design, experimentation and application of metaheuristic
algorithms to real-World optimization problems},
journal = {Swarm Evol. Comput.},
volume = {64},
pages = {100888},
year = {2021},
url = {https://doi.org/10.1016/j.swevo.2021.100888},
doi = {10.1016/J.SWEVO.2021.100888},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/OsabaVSNMLSCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/LaTorreMOPSH21,
author = {Antonio LaTorre and
Daniel Molina and
Eneko Osaba and
Javier Poyatos and
Javier Del Ser and
Francisco Herrera},
title = {A prescription of methodological guidelines for comparing bio-inspired
optimization algorithms},
journal = {Swarm Evol. Comput.},
volume = {67},
pages = {100973},
year = {2021},
url = {https://doi.org/10.1016/j.swevo.2021.100973},
doi = {10.1016/J.SWEVO.2021.100973},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/LaTorreMOPSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/GouXLH21,
author = {Xunjie Gou and
Zeshui Xu and
Huchang Liao and
Francisco Herrera},
title = {Consensus Model Handling Minority Opinions and Noncooperative Behaviors
in Large-Scale Group Decision-Making Under Double Hierarchy Linguistic
Preference Relations},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {1},
pages = {283--296},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2020.2985069},
doi = {10.1109/TCYB.2020.2985069},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/GouXLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/WuLQH21,
author = {Tong Wu and
Xinwang Liu and
Jindong Qin and
Francisco Herrera},
title = {Balance Dynamic Clustering Analysis and Consensus Reaching Process
With Consensus Evolution Networks in Large-Scale Group Decision Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {29},
number = {2},
pages = {357--371},
year = {2021},
url = {https://doi.org/10.1109/TFUZZ.2019.2953602},
doi = {10.1109/TFUZZ.2019.2953602},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/WuLQH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/DongZDLH21,
author = {Yucheng Dong and
Min Zhan and
Zhaogang Ding and
Haiming Liang and
Francisco Herrera},
title = {Numerical Interval Opinion Dynamics in Social Networks: Stable State
and Consensus},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {29},
number = {3},
pages = {584--598},
year = {2021},
url = {https://doi.org/10.1109/TFUZZ.2019.2956907},
doi = {10.1109/TFUZZ.2019.2956907},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/DongZDLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LiangLDH21,
author = {Haiming Liang and
Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera},
title = {Linguistic Opinions Dynamics Based on Personalized Individual Semantics},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {29},
number = {9},
pages = {2453--2466},
year = {2021},
url = {https://doi.org/10.1109/TFUZZ.2020.2999742},
doi = {10.1109/TFUZZ.2020.2999742},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LiangLDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Herrera-ViedmaP21,
author = {Enrique Herrera{-}Viedma and
Iv{\'{a}}n Palomares and
Cong{-}Cong Li and
Francisco Javier Cabrerizo and
Yucheng Dong and
Francisco Chiclana and
Francisco Herrera},
title = {Revisiting Fuzzy and Linguistic Decision Making: Scenarios and Challenges
for Making Wiser Decisions in a Better Way},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {1},
pages = {191--208},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2020.3043016},
doi = {10.1109/TSMC.2020.3043016},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/Herrera-ViedmaP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/DongZZH21,
author = {Yucheng Dong and
Quanbo Zha and
Hengjie Zhang and
Francisco Herrera},
title = {Consensus Reaching and Strategic Manipulation in Group Decision Making
With Trust Relationships},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {10},
pages = {6304--6318},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2019.2961752},
doi = {10.1109/TSMC.2019.2961752},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/DongZZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/SuarezGH21,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Ordinal Regression with Explainable Distance Metric Learning Based
on Ordered Sequences: Extended Abstract},
booktitle = {8th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2021, Porto, Portugal, October 6-9, 2021},
pages = {1--2},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/DSAA53316.2021.9564133},
doi = {10.1109/DSAA53316.2021.9564133},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/SuarezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteSLMCH21,
author = {David Charte and
Iv{\'{a}}n Sevillano{-}Garc{\'{\i}}a and
Mar{\'{\i}}a Jes{\'{u}}s Lucena{-}Gonz{\'{a}}lez and
Jos{\'{e}} Luis Mart{\'{\i}}n{-}Rodr{\'{\i}}guez and
Francisco Charte and
Francisco Herrera},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Slicer: Feature Learning for Class Separability with Least-Squares
Support Vector Machine Loss and {COVID-19} Chest X-Ray Case Study},
booktitle = {Hybrid Artificial Intelligent Systems - 16th International Conference,
{HAIS} 2021, Bilbao, Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12886},
pages = {305--315},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86271-8\_26},
doi = {10.1007/978-3-030-86271-8\_26},
timestamp = {Thu, 23 Sep 2021 15:22:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteSLMCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SuarezGH21,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Distance Metric Learning with Prototype Selection for Imbalanced Classification},
booktitle = {Hybrid Artificial Intelligent Systems - 16th International Conference,
{HAIS} 2021, Bilbao, Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12886},
pages = {391--402},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86271-8\_33},
doi = {10.1007/978-3-030-86271-8\_33},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SuarezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Garcia-VicoH21,
author = {{\'{A}}ngel Miguel Garc{\'{\i}}a{-}Vico and
Francisco Herrera},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Preliminary Analysis on Software Frameworks for the Development
of Spiking Neural Networks},
booktitle = {Hybrid Artificial Intelligent Systems - 16th International Conference,
{HAIS} 2021, Bilbao, Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12886},
pages = {564--575},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86271-8\_47},
doi = {10.1007/978-3-030-86271-8\_47},
timestamp = {Thu, 11 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/Garcia-VicoH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DustMMNXH21,
author = {Lukas Johannes Dust and
Marina L{\'{o}}pez Murcia and
Andreas M{\"{a}}kil{\"{a}} and
Petter Nordin and
Ning Xiong and
Francisco Herrera},
editor = {M. Arif Wani and
Ishwar K. Sethi and
Weisong Shi and
Guangzhi Qu and
Daniela Stan Raicu and
Ruoming Jin},
title = {Federated Fuzzy Learning with Imbalanced Data},
booktitle = {20th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2021, Pasadena, CA, USA, December 13-16, 2021},
pages = {1130--1137},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICMLA52953.2021.00185},
doi = {10.1109/ICMLA52953.2021.00185},
timestamp = {Tue, 01 Feb 2022 17:24:07 +0100},
biburl = {https://dblp.org/rec/conf/icmla/DustMMNXH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SerOMBPMH21,
author = {Javier Del Ser and
Eneko Osaba and
Aritz D. Martinez and
Miren Nekane Bilbao and
Javier Poyatos and
Daniel Molina and
Francisco Herrera},
title = {More is not Always Better: Insights from a Massive Comparison of Meta-heuristic
Algorithms over Real-Parameter Optimization Problems},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9660030},
doi = {10.1109/SSCI50451.2021.9660030},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SerOMBPMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isami/2020,
editor = {Paulo Novais and
Gianni Viardo Vercelli and
Josep Llu{\'{\i}}s Larriba{-}Pey and
Francisco Herrera and
Pablo Chamoso},
title = {Ambient Intelligence - Software and Applications - 11th International
Symposium on Ambient Intelligence, ISAmI 2020, L'Aquila, Italy, October
7 - 9, 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1239},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-58356-9},
doi = {10.1007/978-3-030-58356-9},
isbn = {978-3-030-58355-2},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isami/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11653,
author = {Roberto Olmos and
Siham Tabik and
Francisco P{\'{e}}rez{-}Hern{\'{a}}ndez and
Alberto Lamas and
Francisco Herrera},
title = {{MULTICAST:} {MULTI} Confirmation-level Alarm SysTem based on {CNN}
and {LSTM} to mitigate false alarms for handgun detection in video-surveillance},
journal = {CoRR},
volume = {abs/2104.11653},
year = {2021},
url = {https://arxiv.org/abs/2104.11653},
eprinttype = {arXiv},
eprint = {2104.11653},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-11914,
author = {Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Alberto Lamas and
Jules Sanchez and
Gianni Franchi and
Ivan Donadello and
Siham Tabik and
David Filliat and
Policarpo Cruz and
Rosana Montes and
Francisco Herrera},
title = {EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse
deep learning representations with expert knowledge graphs: the MonuMAI
cultural heritage use case},
journal = {CoRR},
volume = {abs/2104.11914},
year = {2021},
url = {https://arxiv.org/abs/2104.11914},
eprinttype = {arXiv},
eprint = {2104.11914},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-11914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11844,
author = {Francisco P{\'{e}}rez{-}Hern{\'{a}}ndez and
Jos{\'{e}} Rodr{\'{\i}}guez{-}Ortega and
Yassir Benhammou and
Francisco Herrera and
Siham Tabik},
title = {Small and large scale critical infrastructures detection based on
deep learning using high resolution orthogonal images},
journal = {CoRR},
volume = {abs/2105.11844},
year = {2021},
url = {https://arxiv.org/abs/2105.11844},
eprinttype = {arXiv},
eprint = {2105.11844},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12818,
author = {Jacinto Carrasco and
Irina Markova and
David L{\'{o}}pez and
Ignacio Aguilera and
Diego Garc{\'{\i}}a and
Marta Garc{\'{\i}}a{-}B{\'{a}}rzana and
Manuel Arias{-}Rodil and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Anomaly Detection in Predictive Maintenance: {A} New Evaluation Framework
for Temporal Unsupervised Anomaly Detection Algorithms},
journal = {CoRR},
volume = {abs/2105.12818},
year = {2021},
url = {https://arxiv.org/abs/2105.12818},
eprinttype = {arXiv},
eprint = {2105.12818},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03748,
author = {Anabel G{\'{o}}mez{-}R{\'{\i}}os and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {A robust approach for deep neural networks in presence of label noise:
relabelling and filtering instances during training},
journal = {CoRR},
volume = {abs/2109.03748},
year = {2021},
url = {https://arxiv.org/abs/2109.03748},
eprinttype = {arXiv},
eprint = {2109.03748},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06142,
author = {David Charte and
Francisco Charte and
Francisco Herrera},
title = {Reducing Data Complexity using Autoencoders with Class-informed Loss
Functions},
journal = {CoRR},
volume = {abs/2111.06142},
year = {2021},
url = {https://arxiv.org/abs/2111.06142},
eprinttype = {arXiv},
eprint = {2111.06142},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-06142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/LuengoGRGH20,
author = {Juli{\'{a}}n Luengo and
Diego Garc{\'{\i}}a{-}Gil and
Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Big Data Preprocessing - Enabling Smart Data},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-39105-8},
doi = {10.1007/978-3-030-39105-8},
isbn = {978-3-030-39104-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/LuengoGRGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MailloTH20,
author = {Jes{\'{u}}s Maillo and
Isaac Triguero and
Francisco Herrera},
title = {Redundancy and Complexity Metrics for Big Data Classification: Towards
Smart Data},
journal = {{IEEE} Access},
volume = {8},
pages = {87918--87928},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2991800},
doi = {10.1109/ACCESS.2020.2991800},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MailloTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SanchezRPMSHT20,
author = {Andres Jesus Sanchez and
Luis F. Romero and
Daniel Peralta and
Miguel Angel Medina{-}P{\'{e}}rez and
Yvan Saeys and
Francisco Herrera and
Siham Tabik},
title = {Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous
{CPU-GPU} Systems},
journal = {{IEEE} Access},
volume = {8},
pages = {124236--124253},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3005476},
doi = {10.1109/ACCESS.2020.3005476},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SanchezRPMSHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/LiaoTQMAAH20,
author = {Huchang Liao and
Ming Tang and
Rui Qin and
Xiaomei Mi and
Abdulrahman H. Altalhi and
Saleh Alshomrani and
Francisco Herrera},
title = {Overview of Hesitant Linguistic Preference Relations for Representing
Cognitive Complex Information: Where We Stand and What Is Next},
journal = {Cogn. Comput.},
volume = {12},
number = {1},
pages = {25--48},
year = {2020},
url = {https://doi.org/10.1007/s12559-019-09681-9},
doi = {10.1007/S12559-019-09681-9},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/LiaoTQMAAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/MolinaPSGHH20,
author = {Daniel Molina and
Javier Poyatos and
Javier Del Ser and
Salvador Garc{\'{\i}}a and
Amir Hussain and
Francisco Herrera},
title = {Comprehensive Taxonomies of Nature- and Bio-inspired Optimization:
Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations},
journal = {Cogn. Comput.},
volume = {12},
number = {5},
pages = {897--939},
year = {2020},
url = {https://doi.org/10.1007/s12559-020-09730-8},
doi = {10.1007/S12559-020-09730-8},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/MolinaPSGHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/TahviliHRPAH20,
author = {Sahar Tahvili and
Leo Hatvani and
Enislay Ramentol and
Rita Pimentel and
Wasif Afzal and
Francisco Herrera},
title = {A novel methodology to classify test cases using natural language
processing and imbalanced learning},
journal = {Eng. Appl. Artif. Intell.},
volume = {95},
pages = {103878},
year = {2020},
url = {https://doi.org/10.1016/j.engappai.2020.103878},
doi = {10.1016/J.ENGAPPAI.2020.103878},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/TahviliHRPAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/VairettiMMLH20,
author = {Carla Vairetti and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Sebasti{\'{a}}n Maldonado and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {Enhancing the classification of social media opinions by optimizing
the structural information},
journal = {Future Gener. Comput. Syst.},
volume = {102},
pages = {838--846},
year = {2020},
url = {https://doi.org/10.1016/j.future.2019.09.023},
doi = {10.1016/J.FUTURE.2019.09.023},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/VairettiMMLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Giraldez-CruCCH20,
author = {Jes{\'{u}}s Gir{\'{a}}ldez{-}Cru and
Manuel Chica and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Modeling agent-based consumers decision-making with 2-tuple fuzzy
linguistic perceptions},
journal = {Int. J. Intell. Syst.},
volume = {35},
number = {2},
pages = {283--299},
year = {2020},
url = {https://doi.org/10.1002/int.22211},
doi = {10.1002/INT.22211},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/Giraldez-CruCCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/WuLGZH20,
author = {Tong Wu and
Xinwang Liu and
Zaiwu Gong and
Huanhuan Zhang and
Francisco Herrera},
title = {The minimum cost consensus model considering the implicit trust of
opinions similarities in social network group decision-making},
journal = {Int. J. Intell. Syst.},
volume = {35},
number = {3},
pages = {470--493},
year = {2020},
url = {https://doi.org/10.1002/int.22214},
doi = {10.1002/INT.22214},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/WuLGZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IturriaCCCH20,
author = {Alai{\~{n}}e Iturria and
Jacinto Carrasco and
Santi Charramendieta and
Angel Conde and
Francisco Herrera},
title = {otsad: {A} package for online time-series anomaly detectors},
journal = {Neurocomputing},
volume = {374},
pages = {49--53},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.09.032},
doi = {10.1016/J.NEUCOM.2019.09.032},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/IturriaCCCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BenhammouAHT20,
author = {Yassir Benhammou and
Boujem{\^{a}}a Achchab and
Francisco Herrera and
Siham Tabik},
title = {BreakHis based breast cancer automatic diagnosis using deep learning:
Taxonomy, survey and insights},
journal = {Neurocomputing},
volume = {375},
pages = {9--24},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.09.044},
doi = {10.1016/J.NEUCOM.2019.09.044},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BenhammouAHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CiaparroneSTTTH20,
author = {Gioele Ciaparrone and
Francisco Luque S{\'{a}}nchez and
Siham Tabik and
Luigi Troiano and
Roberto Tagliaferri and
Francisco Herrera},
title = {Deep learning in video multi-object tracking: {A} survey},
journal = {Neurocomputing},
volume = {381},
pages = {61--88},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.11.023},
doi = {10.1016/J.NEUCOM.2019.11.023},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CiaparroneSTTTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HerreraAWPC20,
author = {Francisco Herrera and
Ajith Abraham and
Michal Wozniak and
Hilde P{\'{e}}rez and
Emilio Corchado},
title = {Special Issue {SOCO} 2017: New trends in soft computing and its application
in industrial and environmental problems},
journal = {Neurocomputing},
volume = {391},
pages = {280--281},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.11.026},
doi = {10.1016/J.NEUCOM.2019.11.026},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HerreraAWPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CharteCJH20,
author = {David Charte and
Francisco Charte and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {An analysis on the use of autoencoders for representation learning:
Fundamentals, learning task case studies, explainability and challenges},
journal = {Neurocomputing},
volume = {404},
pages = {93--107},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.04.057},
doi = {10.1016/J.NEUCOM.2020.04.057},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CharteCJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ArrietaRSBTBGGM20,
author = {Alejandro Barredo Arrieta and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Javier Del Ser and
Adrien Bennetot and
Siham Tabik and
Alberto Barbado and
Salvador Garc{\'{\i}}a and
Sergio Gil{-}Lopez and
Daniel Molina and
Richard Benjamins and
Raja Chatila and
Francisco Herrera},
title = {Explainable Artificial Intelligence {(XAI):} Concepts, taxonomies,
opportunities and challenges toward responsible {AI}},
journal = {Inf. Fusion},
volume = {58},
pages = {82--115},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2019.12.012},
doi = {10.1016/J.INFFUS.2019.12.012},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/ArrietaRSBTBGGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/DingPWYLDHH20,
author = {Ru{-}Xi Ding and
Iv{\'{a}}n Palomares and
Xueqing Wang and
Guo{-}Rui Yang and
Bingsheng Liu and
Yucheng Dong and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Large-Scale decision-making: Characterization, taxonomy, challenges
and future directions from an Artificial Intelligence and applications
perspective},
journal = {Inf. Fusion},
volume = {59},
pages = {84--102},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.01.006},
doi = {10.1016/J.INFFUS.2020.01.006},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/DingPWYLDHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ZhangZKLDH20,
author = {Hengjie Zhang and
Sihai Zhao and
Gang Kou and
Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera},
title = {An overview on feedback mechanisms with minimum adjustment or cost
in consensus reaching in group decision making: Research paradigms
and challenges},
journal = {Inf. Fusion},
volume = {60},
pages = {65--79},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.03.001},
doi = {10.1016/J.INFFUS.2020.03.001},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/ZhangZKLDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/TabikARSFH20,
author = {Siham Tabik and
Ricardo F. Alvear{-}Sandoval and
Mar{\'{\i}}a M. Ruiz and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Francisco Herrera},
title = {{MNIST-NET10:} {A} heterogeneous deep networks fusion based on the
degree of certainty to reach 0.1{\%} error rate. Ensembles overview
and proposal},
journal = {Inf. Fusion},
volume = {62},
pages = {73--80},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.04.002},
doi = {10.1016/J.INFFUS.2020.04.002},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/TabikARSFH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GonzalezGSRH20,
author = {Sergio Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Javier Del Ser and
Lior Rokach and
Francisco Herrera},
title = {A practical tutorial on bagging and boosting based ensembles for machine
learning: Algorithms, software tools, performance study, practical
perspectives and opportunities},
journal = {Inf. Fusion},
volume = {64},
pages = {205--237},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.07.007},
doi = {10.1016/J.INFFUS.2020.07.007},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/GonzalezGSRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/BarrosoSJRMGLVH20,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Goran Stipcich and
Daniel Jim{\'{e}}nez{-}L{\'{o}}pez and
Jos{\'{e}} Antonio Ruiz{-}Mill{\'{a}}n and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Gerardo Gonz{\'{a}}lez{-}Seco and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Miguel Angel Veganzones and
Francisco Herrera},
title = {Federated Learning and Differential Privacy: Software tools analysis,
the Sherpa.ai {FL} framework and methodological guidelines for preserving
data privacy},
journal = {Inf. Fusion},
volume = {64},
pages = {270--292},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.07.009},
doi = {10.1016/J.INFFUS.2020.07.009},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/BarrosoSJRMGLVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SanchezHTH20,
author = {Francisco Luque S{\'{a}}nchez and
Isabelle Hupont and
Siham Tabik and
Francisco Herrera},
title = {Revisiting crowd behaviour analysis through deep learning: Taxonomy,
anomaly detection, crowd emotions, datasets, opportunities and prospects},
journal = {Inf. Fusion},
volume = {64},
pages = {318--335},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2020.07.008},
doi = {10.1016/J.INFFUS.2020.07.008},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/SanchezHTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiaoGXZH20,
author = {Huchang Liao and
Xunjie Gou and
Zeshui Xu and
Xiao{-}Jun Zeng and
Francisco Herrera},
title = {Hesitancy degree-based correlation measures for hesitant fuzzy linguistic
term sets and their applications in multiple criteria decision making},
journal = {Inf. Sci.},
volume = {508},
pages = {275--292},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.08.068},
doi = {10.1016/J.INS.2019.08.068},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiaoGXZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Cortes-IbanezGV20,
author = {Juan Antonio Cort{\'{e}}s{-}Ib{\'{a}}{\~{n}}ez and
Sergio Gonz{\'{a}}lez and
Jos{\'{e}} Javier Valle{-}Alonso and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Preprocessing methodology for time series: An industrial world application
case study},
journal = {Inf. Sci.},
volume = {514},
pages = {385--401},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.11.027},
doi = {10.1016/J.INS.2019.11.027},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Cortes-IbanezGV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhouWAH20,
author = {Qinyue Zhou and
Zhibin Wu and
Abdulrahman H. Altalhi and
Francisco Herrera},
title = {A two-step communication opinion dynamics model with self-persistence
and influence index for social networks based on the DeGroot model},
journal = {Inf. Sci.},
volume = {519},
pages = {363--381},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.01.052},
doi = {10.1016/J.INS.2020.01.052},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhouWAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LazaroHF20,
author = {Marcelino L{\'{a}}zaro and
Francisco Herrera and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {Ensembles of cost-diverse Bayesian neural learners for imbalanced
binary classification},
journal = {Inf. Sci.},
volume = {520},
pages = {31--45},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.12.050},
doi = {10.1016/J.INS.2019.12.050},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LazaroHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiCDH20,
author = {Yao Li and
Xia Chen and
Yucheng Dong and
Francisco Herrera},
title = {Linguistic group decision making: Axiomatic distance and minimum cost
consensus},
journal = {Inf. Sci.},
volume = {541},
pages = {242--258},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.06.033},
doi = {10.1016/J.INS.2020.06.033},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiCDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaihc/ValdiviaMCLCOH20,
author = {Ana Valdivia and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Iti Chaturvedi and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Erik Cambria and
Yew{-}Soon Ong and
Francisco Herrera},
title = {What do people think about this monument? Understanding negative reviews
via deep learning, clustering and descriptive rules},
journal = {J. Ambient Intell. Humaniz. Comput.},
volume = {11},
number = {1},
pages = {39--52},
year = {2020},
url = {https://doi.org/10.1007/s12652-018-1150-3},
doi = {10.1007/S12652-018-1150-3},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaihc/ValdiviaMCLCOH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/FariasPHR20,
author = {Delia Iraz{\'{u}} Hern{\'{a}}ndez Far{\'{\i}}as and
Ronaldo C. Prati and
Francisco Herrera and
Paolo Rosso},
title = {Irony detection in Twitter with imbalanced class distributions},
journal = {J. Intell. Fuzzy Syst.},
volume = {39},
number = {2},
pages = {2147--2163},
year = {2020},
url = {https://doi.org/10.3233/JIFS-179880},
doi = {10.3233/JIFS-179880},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jifs/FariasPHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SuarezGH20,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {pyDML: {A} Python Library for Distance Metric Learning},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {96:1--96:7},
year = {2020},
url = {http://jmlr.org/papers/v21/19-864.html},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SuarezGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HassanAISNMVH20,
author = {Saeed{-}Ul Hassan and
Naif R. Aljohani and
Nimra Idrees and
Raheem Sarwar and
Raheel Nawaz and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {Predicting literature's early impact with sentiment analysis in Twitter},
journal = {Knowl. Based Syst.},
volume = {192},
pages = {105383},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.105383},
doi = {10.1016/J.KNOSYS.2019.105383},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/HassanAISNMVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Perez-Hernandez20,
author = {Francisco P{\'{e}}rez{-}Hern{\'{a}}ndez and
Siham Tabik and
Alberto Castillo Lamas and
Roberto Olmos and
Hamido Fujita and
Francisco Herrera},
title = {Object Detection Binary Classifiers methodology based on deep learning
to identify small objects handled similarly: Application in video
surveillance},
journal = {Knowl. Based Syst.},
volume = {194},
pages = {105590},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105590},
doi = {10.1016/J.KNOSYS.2020.105590},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Perez-Hernandez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MunozNCMH20,
author = {David Mu{\~{n}}oz and
Camilo Narv{\'{a}}ez and
Carlos Cobos and
Martha Mendoza and
Francisco Herrera},
title = {Incremental learning model inspired in Rehearsal for deep convolutional
networks},
journal = {Knowl. Based Syst.},
volume = {208},
pages = {106460},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106460},
doi = {10.1016/J.KNOSYS.2020.106460},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/MunozNCMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/GuiradoACPHT20,
author = {Emilio Guirado and
Domingo Alcaraz{-}Segura and
Javier Cabello and
Sergio Puertas{-}Ru{\'{\i}}z and
Francisco Herrera and
Siham Tabik},
title = {Tree Cover Estimation in Global Drylands from Space Using Deep Learning},
journal = {Remote. Sens.},
volume = {12},
number = {3},
pages = {343},
year = {2020},
url = {https://doi.org/10.3390/rs12030343},
doi = {10.3390/RS12030343},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/GuiradoACPHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/HassanASAISMVH20,
author = {Saeed{-}Ul Hassan and
Naif R. Aljohani and
Mudassir Shabbir and
Umair Ali and
Sehrish Iqbal and
Raheem Sarwar and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {Tweet Coupling: a social media methodology for clustering scientific
publications},
journal = {Scientometrics},
volume = {124},
number = {2},
pages = {973--991},
year = {2020},
url = {https://doi.org/10.1007/s11192-020-03499-1},
doi = {10.1007/S11192-020-03499-1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/HassanASAISMVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/CarrascoGRDH20,
author = {Jacinto Carrasco and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a del Mar Rueda and
Swagatam Das and
Francisco Herrera},
title = {Recent trends in the use of statistical tests for comparing swarm
and evolutionary computing algorithms: Practical guidelines and a
critical review},
journal = {Swarm Evol. Comput.},
volume = {54},
pages = {100665},
year = {2020},
url = {https://doi.org/10.1016/j.swevo.2020.100665},
doi = {10.1016/J.SWEVO.2020.100665},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/CarrascoGRDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HafezalkotobHLH20,
author = {Arian Hafezalkotob and
Ashkan Hafezalkotob and
Huchang Liao and
Francisco Herrera},
title = {Interval {MULTIMOORA} Method Integrating Interval Borda Rule and Interval
Best-Worst-Method-Based Weighting Model: Case Study on Hybrid Vehicle
Engine Selection},
journal = {{IEEE} Trans. Cybern.},
volume = {50},
number = {3},
pages = {1157--1169},
year = {2020},
url = {https://doi.org/10.1109/TCYB.2018.2889730},
doi = {10.1109/TCYB.2018.2889730},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HafezalkotobHLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/MailloGLHT20,
author = {Jes{\'{u}}s Maillo and
Salvador Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera and
Isaac Triguero},
title = {Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors
Classifier for Big Data},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {28},
number = {5},
pages = {874--886},
year = {2020},
url = {https://doi.org/10.1109/TFUZZ.2019.2936356},
doi = {10.1109/TFUZZ.2019.2936356},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/MailloGLHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/WangPHS20,
author = {Fei{-}Yue Wang and
Witold Pedrycz and
Francisco Herrera and
Shun{-}Feng Su},
title = {Editorial: Fuzzy Logic and Artificial Intelligence: {A} Special Issue
on Emerging Techniques and Their Applications},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {28},
number = {12},
pages = {3063--3064},
year = {2020},
url = {https://doi.org/10.1109/TFUZZ.2020.3036848},
doi = {10.1109/TFUZZ.2020.3036848},
timestamp = {Thu, 17 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/WangPHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/TabikGMSRCGSLVG20,
author = {Siham Tabik and
Anabel G{\'{o}}mez{-}R{\'{\i}}os and
J. L. Mart{\'{\i}}n{-}Rodr{\'{\i}}guez and
I. Sevillano{-}Garc{\'{\i}}a and
Manuel Rey{-}Area and
David Charte and
Emilio Guirado and
Juan{-}Luis Su{\'{a}}rez and
Juli{\'{a}}n Luengo and
M. A. Valero{-}Gonz{\'{a}}lez and
P. Garc{\'{\i}}a{-}Villanova and
Eulalia Olmedo{-}S{\'{a}}nchez and
Francisco Herrera},
title = {{COVIDGR} Dataset and COVID-SDNet Methodology for Predicting {COVID-19}
Based on Chest X-Ray Images},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {24},
number = {12},
pages = {3595--3605},
year = {2020},
url = {https://doi.org/10.1109/JBHI.2020.3037127},
doi = {10.1109/JBHI.2020.3037127},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/TabikGMSRCGSLVG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MartinezOSH20,
author = {Aritz D. Martinez and
Eneko Osaba and
Javier Del Ser and
Francisco Herrera},
title = {Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial
optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185667},
doi = {10.1109/CEC48606.2020.9185667},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MartinezOSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/OsabaMLSH20,
author = {Eneko Osaba and
Aritz D. Martinez and
Jesus L. Lobo and
Javier Del Ser and
Francisco Herrera},
title = {Multifactorial Cellular Genetic Algorithm {(MFCGA):} Algorithmic Design,
Performance Comparison and Genetic Transferability Analysis},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185784},
doi = {10.1109/CEC48606.2020.9185784},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/OsabaMLSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Giraldez-CruCCH20,
author = {Jes{\'{u}}s Gir{\'{a}}ldez{-}Cru and
Manuel Chica and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {2-tuple fuzzy linguistic perceptions and probabilistic awareness-based
heuristics for modeling consumer purchase behaviors},
booktitle = {29th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2020, Glasgow, UK, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FUZZ48607.2020.9177712},
doi = {10.1109/FUZZ48607.2020.9177712},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Giraldez-CruCCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/TrilloFH20,
author = {Jos{\'{e}} Ram{\'{o}}n Trillo and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {{HFER:} Promoting Explainability in Fuzzy Systems via Hierarchical
Fuzzy Exception Rules},
booktitle = {29th {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2020, Glasgow, UK, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/FUZZ48607.2020.9177575},
doi = {10.1109/FUZZ48607.2020.9177575},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/TrilloFH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dcai/2019,
editor = {Francisco Herrera and
Kenji Matsui and
Sara Rodr{\'{\i}}guez{-}Gonz{\'{a}}lez},
title = {Distributed Computing and Artificial Intelligence, 16th International
Conference, {DCAI} 2019, Avila, Spain, 26-28 June, 2019},
series = {Advances in Intelligent Systems and Computing},
volume = {1003},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-23887-2},
doi = {10.1007/978-3-030-23887-2},
isbn = {978-3-030-23886-5},
timestamp = {Wed, 26 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dcai/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05759,
author = {Diego Garc{\'{\i}}a{-}Gil and
Johan Holmberg and
Salvador Garc{\'{\i}}a and
Ning Xiong and
Francisco Herrera},
title = {Smart Data based Ensemble for Imbalanced Big Data Classification},
journal = {CoRR},
volume = {abs/2001.05759},
year = {2020},
url = {https://arxiv.org/abs/2001.05759},
eprinttype = {arXiv},
eprint = {2001.05759},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-05759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11486,
author = {Siham Tabik and
Ricardo F. Alvear{-}Sandoval and
Mar{\'{\i}}a M. Ruiz and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Francisco Herrera},
title = {A tutorial on ensembles and deep learning fusion with {MNIST} as guiding
thread: {A} complex heterogeneous fusion scheme reaching 10 digits
error},
journal = {CoRR},
volume = {abs/2001.11486},
year = {2020},
url = {https://arxiv.org/abs/2001.11486},
eprinttype = {arXiv},
eprint = {2001.11486},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02164,
author = {Jesus L. Lobo and
Javier Del Ser and
Francisco Herrera},
title = {{LUNAR:} Cellular Automata for Drifting Data Streams},
journal = {CoRR},
volume = {abs/2002.02164},
year = {2020},
url = {https://arxiv.org/abs/2002.02164},
eprinttype = {arXiv},
eprint = {2002.02164},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08136,
author = {Daniel Molina and
Javier Poyatos and
Javier Del Ser and
Salvador Garc{\'{\i}}a and
Amir Hussain and
Francisco Herrera},
title = {Comprehensive Taxonomies of Nature- and Bio-inspired Optimization:
Inspiration versus Algorithmic Behavior, Critical Analysis and Recommendations},
journal = {CoRR},
volume = {abs/2002.08136},
year = {2020},
url = {https://arxiv.org/abs/2002.08136},
eprinttype = {arXiv},
eprint = {2002.08136},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09227,
author = {Jacinto Carrasco and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a del Mar Rueda and
Swagatam Das and
Francisco Herrera},
title = {Recent Trends in the Use of Statistical Tests for Comparing Swarm
and Evolutionary Computing Algorithms: Practical Guidelines and a
Critical Review},
journal = {CoRR},
volume = {abs/2002.09227},
year = {2020},
url = {https://arxiv.org/abs/2002.09227},
eprinttype = {arXiv},
eprint = {2002.09227},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12133,
author = {Aritz D. Martinez and
Eneko Osaba and
Javier Del Ser and
Francisco Herrera},
title = {Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial
Optimization},
journal = {CoRR},
volume = {abs/2002.12133},
year = {2020},
url = {https://arxiv.org/abs/2002.12133},
eprinttype = {arXiv},
eprint = {2002.12133},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02601,
author = {Sergio Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Sheng{-}Tun Li and
Robert I. John and
Francisco Herrera},
title = {Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards
the robustness of monotonic noise},
journal = {CoRR},
volume = {abs/2003.02601},
year = {2020},
url = {https://arxiv.org/abs/2003.02601},
eprinttype = {arXiv},
eprint = {2003.02601},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10768,
author = {Eneko Osaba and
Aritz D. Martinez and
Jesus L. Lobo and
Javier Del Ser and
Francisco Herrera},
title = {Multifactorial Cellular Genetic Algorithm {(MFCGA):} Algorithmic Design,
Performance Comparison and Genetic Transferability Analysis},
journal = {CoRR},
volume = {abs/2003.10768},
year = {2020},
url = {https://arxiv.org/abs/2003.10768},
eprinttype = {arXiv},
eprint = {2003.10768},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-10768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09969,
author = {Antonio LaTorre and
Daniel Molina and
Eneko Osaba and
Javier Del Ser and
Francisco Herrera},
title = {Fairness in Bio-inspired Optimization Research: {A} Prescription of
Methodological Guidelines for Comparing Meta-heuristics},
journal = {CoRR},
volume = {abs/2004.09969},
year = {2020},
url = {https://arxiv.org/abs/2004.09969},
eprinttype = {arXiv},
eprint = {2004.09969},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04321,
author = {David Charte and
Francisco Charte and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A Showcase of the Use of Autoencoders in Feature Learning Applications},
journal = {CoRR},
volume = {abs/2005.04321},
year = {2020},
url = {https://arxiv.org/abs/2005.04321},
eprinttype = {arXiv},
eprint = {2005.04321},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10516,
author = {David Charte and
Francisco Charte and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {An analysis on the use of autoencoders for representation learning:
fundamentals, learning task case studies, explainability and challenges},
journal = {CoRR},
volume = {abs/2005.10516},
year = {2020},
url = {https://arxiv.org/abs/2005.10516},
eprinttype = {arXiv},
eprint = {2005.10516},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01409,
author = {Siham Tabik and
Anabel G{\'{o}}mez{-}R{\'{\i}}os and
J. L. Mart{\'{\i}}n{-}Rodr{\'{\i}}guez and
I. Sevillano{-}Garc{\'{\i}}a and
Manuel Rey{-}Area and
David Charte and
Emilio Guirado and
Juan{-}Luis Su{\'{a}}rez and
Juli{\'{a}}n Luengo and
M. A. Valero{-}Gonz{\'{a}}lez and
P. Garc{\'{\i}}a{-}Villanova and
Eulalia Olmedo{-}S{\'{a}}nchez and
Francisco Herrera},
title = {{COVIDGR} dataset and COVID-SDNet methodology for predicting {COVID-19}
based on Chest X-Ray images},
journal = {CoRR},
volume = {abs/2006.01409},
year = {2020},
url = {https://arxiv.org/abs/2006.01409},
eprinttype = {arXiv},
eprint = {2006.01409},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00914,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Goran Stipcich and
Daniel Jim{\'{e}}nez{-}L{\'{o}}pez and
Jos{\'{e}} Antonio Ruiz{-}Mill{\'{a}}n and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Gerardo Gonz{\'{a}}lez{-}Seco and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Miguel {\'{A}}ngel Veganzones and
Francisco Herrera},
title = {Federated Learning and Differential Privacy: Software tools analysis,
the Sherpa.ai {FL} framework and methodological guidelines for preserving
data privacy},
journal = {CoRR},
volume = {abs/2007.00914},
year = {2020},
url = {https://arxiv.org/abs/2007.00914},
eprinttype = {arXiv},
eprint = {2007.00914},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07935,
author = {Jos{\'{e}} Daniel Pascual{-}Triana and
David Charte and
Marta Andr{\'{e}}s Arroyo and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Revisiting Data Complexity Metrics Based on Morphology for Overlap
and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular
Problems Prospect},
journal = {CoRR},
volume = {abs/2007.07935},
year = {2020},
url = {https://arxiv.org/abs/2007.07935},
eprinttype = {arXiv},
eprint = {2007.07935},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15030,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Gerardo Gonz{\'{a}}lez{-}Seco and
Miguel {\'{A}}ngel Veganzones and
Francisco Herrera},
title = {Dynamic Federated Learning Model for Identifying Adversarial Clients},
journal = {CoRR},
volume = {abs/2007.15030},
year = {2020},
url = {https://arxiv.org/abs/2007.15030},
eprinttype = {arXiv},
eprint = {2007.15030},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00032,
author = {Cristina Zuheros and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Sentiment Analysis based Multi-person Multi-criteria Decision Making
Methodology: Using Natural Language Processing and Deep Learning for
Decision Aid},
journal = {CoRR},
volume = {abs/2008.00032},
year = {2020},
url = {https://arxiv.org/abs/2008.00032},
eprinttype = {arXiv},
eprint = {2008.00032},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01499,
author = {Yuzhu Wu and
Zhen Zhang and
Gang Kou and
Hengjie Zhang and
Xiangrui Chao and
Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera},
title = {Distributed Linguistic Representations in Decision Making: Taxonomy,
Key Elements and Applications, and Challenges in Data Science and
Explainable Artificial Intelligence},
journal = {CoRR},
volume = {abs/2008.01499},
year = {2020},
url = {https://arxiv.org/abs/2008.01499},
eprinttype = {arXiv},
eprint = {2008.01499},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03620,
author = {Aritz D. Martinez and
Javier Del Ser and
Esther Villar{-}Rodriguez and
Eneko Osaba and
Javier Poyatos and
Siham Tabik and
Daniel Molina and
Francisco Herrera},
title = {Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical
Methodological Analysis, Cases of Study, Learned Lessons, Recommendations
and Challenges},
journal = {CoRR},
volume = {abs/2008.03620},
year = {2020},
url = {https://arxiv.org/abs/2008.03620},
eprinttype = {arXiv},
eprint = {2008.03620},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09677,
author = {Jesus L. Lobo and
Javier Del Ser and
Eneko Osaba and
Albert Bifet and
Francisco Herrera},
title = {{CURIE:} {A} Cellular Automaton for Concept Drift Detection},
journal = {CoRR},
volume = {abs/2009.09677},
year = {2020},
url = {https://arxiv.org/abs/2009.09677},
eprinttype = {arXiv},
eprint = {2009.09677},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03917,
author = {Eneko Osaba and
Javier Del Ser and
Aritz D. Martinez and
Jesus L. Lobo and
Francisco Herrera},
title = {{AT-MFCGA:} An Adaptive Transfer-guided Multifactorial Cellular Genetic
Algorithm for Evolutionary Multitasking},
journal = {CoRR},
volume = {abs/2010.03917},
year = {2020},
url = {https://arxiv.org/abs/2010.03917},
eprinttype = {arXiv},
eprint = {2010.03917},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MiWTLAAH19,
author = {Xiaomei Mi and
Xingli Wu and
Ming Tang and
Huchang Liao and
Abdullah Al{-}Barakati and
Abdulrahman H. Altalhi and
Francisco Herrera},
title = {Hesitant Fuzzy Linguistic Analytic Hierarchical Process With Prioritization,
Consistency Checking, and Inconsistency Repairing},
journal = {{IEEE} Access},
volume = {7},
pages = {44135--44149},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2908701},
doi = {10.1109/ACCESS.2019.2908701},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MiWTLAAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Valdes-RamirezM19,
author = {Danilo Valdes{-}Ramirez and
Miguel Angel Medina{-}P{\'{e}}rez and
Ra{\'{u}}l Monroy and
Octavio Loyola{-}Gonz{\'{a}}lez and
Jorge Rodr{\'{\i}}guez{-}Ruiz and
Aythami Morales and
Francisco Herrera},
title = {A Review of Fingerprint Feature Representations and Their Applications
for Latent Fingerprint Identification: Trends and Evaluation},
journal = {{IEEE} Access},
volume = {7},
pages = {48484--48499},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2909497},
doi = {10.1109/ACCESS.2019.2909497},
timestamp = {Fri, 06 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Valdes-RamirezM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/FernandezHCJM19,
author = {Alberto Fern{\'{a}}ndez and
Francisco Herrera and
Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francesco Marcelloni},
title = {Evolutionary Fuzzy Systems for Explainable Artificial Intelligence:
Why, When, What for, and Where to?},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {14},
number = {1},
pages = {69--81},
year = {2019},
url = {https://doi.org/10.1109/MCI.2018.2881645},
doi = {10.1109/MCI.2018.2881645},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/FernandezHCJM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/FernandezTGH19,
author = {Alberto Fern{\'{a}}ndez and
Isaac Triguero and
Mikel Galar and
Francisco Herrera},
title = {Guest Editorial: Computational Intelligence for Big Data Analytics},
journal = {Cogn. Comput.},
volume = {11},
number = {3},
pages = {329--330},
year = {2019},
url = {https://doi.org/10.1007/s12559-019-09647-x},
doi = {10.1007/S12559-019-09647-X},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/FernandezTGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ParaSNZH19,
author = {Jesus Para and
Javier Del Ser and
Antonio J. Nebro and
Urko Zurutuza and
Francisco Herrera},
title = {Analyze, Sense, Preprocess, Predict, Implement, and Deploy {(ASPPID):}
An incremental methodology based on data analytics for cost-efficiently
monitoring the industry 4.0},
journal = {Eng. Appl. Artif. Intell.},
volume = {82},
pages = {30--43},
year = {2019},
url = {https://doi.org/10.1016/j.engappai.2019.03.022},
doi = {10.1016/J.ENGAPPAI.2019.03.022},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/ParaSNZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LiuZDPH19,
author = {Bingsheng Liu and
Qi Zhou and
Ru{-}Xi Ding and
Iv{\'{a}}n Palomares and
Francisco Herrera},
title = {Large-scale group decision making model based on social network analysis:
Trust relationship-based conflict detection and elimination},
journal = {Eur. J. Oper. Res.},
volume = {275},
number = {2},
pages = {737--754},
year = {2019},
url = {https://doi.org/10.1016/j.ejor.2018.11.075},
doi = {10.1016/J.EJOR.2018.11.075},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LiuZDPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Gomez-RiosTLSKH19,
author = {Anabel G{\'{o}}mez{-}R{\'{\i}}os and
Siham Tabik and
Juli{\'{a}}n Luengo and
A. S. M. Shihavuddin and
Bartosz Krawczyk and
Francisco Herrera},
title = {Towards highly accurate coral texture images classification using
deep convolutional neural networks and data augmentation},
journal = {Expert Syst. Appl.},
volume = {118},
pages = {315--328},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2018.10.010},
doi = {10.1016/J.ESWA.2018.10.010},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Gomez-RiosTLSKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/XuH19,
author = {Yejun Xu and
Francisco Herrera},
title = {Visualizing and rectifying different inconsistencies for fuzzy reciprocal
preference relations},
journal = {Fuzzy Sets Syst.},
volume = {362},
pages = {85--109},
year = {2019},
url = {https://doi.org/10.1016/j.fss.2018.09.009},
doi = {10.1016/J.FSS.2018.09.009},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/XuH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/OrtizXMH19,
author = {Miguel Le{\'{o}}n Ortiz and
Ning Xiong and
Daniel Molina and
Francisco Herrera},
title = {A Novel Memetic Framework for Enhancing Differential Evolution Algorithms
via Combination With Alopex Local Search},
journal = {Int. J. Comput. Intell. Syst.},
volume = {12},
number = {2},
pages = {795--808},
year = {2019},
url = {https://doi.org/10.2991/ijcis.d.190711.001},
doi = {10.2991/IJCIS.D.190711.001},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/OrtizXMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/LiuXMDH19,
author = {Xia Liu and
Yejun Xu and
Rosana Montes and
Yucheng Dong and
Francisco Herrera},
title = {Analysis of self-confidence indices-based additive consistency for
fuzzy preference relations with self-confidence and its application
in group decision making},
journal = {Int. J. Intell. Syst.},
volume = {34},
number = {5},
pages = {920--946},
year = {2019},
url = {https://doi.org/10.1002/int.22081},
doi = {10.1002/INT.22081},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/LiuXMDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HassanWAAVH19,
author = {Saeed{-}Ul Hassan and
Hajra Waheed and
Naif R. Aljohani and
Mohsen Ali and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {Virtual learning environment to predict withdrawal by leveraging deep
learning},
journal = {Int. J. Intell. Syst.},
volume = {34},
number = {8},
pages = {1935--1952},
year = {2019},
url = {https://doi.org/10.1002/int.22129},
doi = {10.1002/INT.22129},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/HassanWAAVH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Garcia-GilSLGH19,
author = {Diego Garc{\'{\i}}a{-}Gil and
Francisco Luque S{\'{a}}nchez and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {From Big to Smart Data: Iterative ensemble filter for noise filtering
in Big Data classification},
journal = {Int. J. Intell. Syst.},
volume = {34},
number = {12},
pages = {3260--3274},
year = {2019},
url = {https://doi.org/10.1002/int.22193},
doi = {10.1002/INT.22193},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/Garcia-GilSLGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CharteRJH19,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Dealing with difficult minority labels in imbalanced mutilabel data
sets},
journal = {Neurocomputing},
volume = {326-327},
pages = {39--53},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2016.08.158},
doi = {10.1016/J.NEUCOM.2016.08.158},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CharteRJH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CharteRJH19a,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {REMEDIAL-HwR: Tackling multilabel imbalance through label decoupling
and data resampling hybridization},
journal = {Neurocomputing},
volume = {326-327},
pages = {110--122},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2017.01.118},
doi = {10.1016/J.NEUCOM.2017.01.118},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CharteRJH19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CastilloTPOH19,
author = {Alberto Castillo and
Siham Tabik and
Francisco P{\'{e}}rez and
Roberto Olmos and
Francisco Herrera},
title = {Brightness guided preprocessing for automatic cold steel weapon detection
in surveillance videos with deep learning},
journal = {Neurocomputing},
volume = {330},
pages = {151--161},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.10.076},
doi = {10.1016/J.NEUCOM.2018.10.076},
timestamp = {Wed, 04 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/CastilloTPOH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ValdiviaHCLTCH19,
author = {Ana Valdivia and
Emiliya Hrabova and
Iti Chaturvedi and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Luigi Troiano and
Erik Cambria and
Francisco Herrera},
title = {Inconsistencies on TripAdvisor reviews: {A} unified index between
users and Sentiment Analysis Methods},
journal = {Neurocomputing},
volume = {353},
pages = {3--16},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.09.096},
doi = {10.1016/J.NEUCOM.2018.09.096},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ValdiviaHCLTCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AscacibarHAWC19,
author = {Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n Ascac{\'{\i}}bar and
Francisco Herrera and
Ajith Abraham and
Michal Wozniak and
Emilio Corchado},
title = {Special issue on hybrid artificial intelligence systems from the {HAIS}
2017 conference - Editorial},
journal = {Neurocomputing},
volume = {354},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.03.074},
doi = {10.1016/J.NEUCOM.2019.03.074},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/AscacibarHAWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CordonLGHC19,
author = {Ignacio Cord{\'{o}}n and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Francisco Charte},
title = {\emph{Smartdata}: Data preprocessing to achieve smart data in {R}},
journal = {Neurocomputing},
volume = {360},
pages = {1--13},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.06.006},
doi = {10.1016/J.NEUCOM.2019.06.006},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CordonLGHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LiaoQGWHH19,
author = {Huchang Liao and
Rui Qin and
Chenyuan Gao and
Xingli Wu and
Arian Hafezalkotob and
Francisco Herrera},
title = {Score-HeDLiSF: {A} score function of hesitant fuzzy linguistic term
set based on hesitant degrees and linguistic scale functions: An application
to unbalanced hesitant fuzzy linguistic {MULTIMOORA}},
journal = {Inf. Fusion},
volume = {48},
pages = {39--54},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.08.006},
doi = {10.1016/J.INFFUS.2018.08.006},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/LiaoQGWHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/OlmosTLPH19,
author = {Roberto Olmos and
Siham Tabik and
Alberto Castillo Lamas and
Francisco P{\'{e}}rez{-}Hern{\'{a}}ndez and
Francisco Herrera},
title = {A binocular image fusion approach for minimizing false positives in
handgun detection with deep learning},
journal = {Inf. Fusion},
volume = {49},
pages = {271--280},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.11.015},
doi = {10.1016/J.INFFUS.2018.11.015},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/OlmosTLPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/DingWSH19,
author = {Ru{-}Xi Ding and
Xueqing Wang and
Kun Shang and
Francisco Herrera},
title = {Social network analysis-based conflict relationship investigation
and conflict degree-based consensus reaching process for large scale
decision making using sparse representation},
journal = {Inf. Fusion},
volume = {50},
pages = {251--272},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2019.02.004},
doi = {10.1016/J.INFFUS.2019.02.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/DingWSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/HafezalkotobHLH19,
author = {Arian Hafezalkotob and
Ashkan Hafezalkotob and
Huchang Liao and
Francisco Herrera},
title = {An overview of {MULTIMOORA} for multi-criteria decision-making: Theory,
developments, applications, and challenges},
journal = {Inf. Fusion},
volume = {51},
pages = {145--177},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.12.002},
doi = {10.1016/J.INFFUS.2018.12.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/HafezalkotobHLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LiDXCHH19,
author = {Cong{-}Cong Li and
Yucheng Dong and
Yejun Xu and
Francisco Chiclana and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {An overview on managing additive consistency of reciprocal preference
relations for consistency-driven decision making and fusion: Taxonomy
and future directions},
journal = {Inf. Fusion},
volume = {52},
pages = {143--156},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.12.004},
doi = {10.1016/J.INFFUS.2018.12.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/LiDXCHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LiuXH19,
author = {Xia Liu and
Yejun Xu and
Francisco Herrera},
title = {Consensus model for large-scale group decision making based on fuzzy
preference relation with self-confidence: Detecting and managing overconfidence
behaviors},
journal = {Inf. Fusion},
volume = {52},
pages = {245--256},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2019.03.001},
doi = {10.1016/J.INFFUS.2019.03.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/LiuXH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/WuLQH19,
author = {Tong Wu and
Xinwang Liu and
Jindong Qin and
Francisco Herrera},
title = {Consensus evolution networks: {A} consensus reaching tool for managing
consensus thresholds in group decision making},
journal = {Inf. Fusion},
volume = {52},
pages = {375--388},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2019.05.005},
doi = {10.1016/J.INFFUS.2019.05.005},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/WuLQH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GonzalezGLH19,
author = {Sergio Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Sheng{-}Tun Li and
Francisco Herrera},
title = {Chain based sampling for monotonic imbalanced classification},
journal = {Inf. Sci.},
volume = {474},
pages = {187--204},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.09.062},
doi = {10.1016/J.INS.2018.09.062},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GonzalezGLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Garcia-GilLGH19,
author = {Diego Garc{\'{\i}}a{-}Gil and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Enabling Smart Data: Noise filtering in Big Data classification},
journal = {Inf. Sci.},
volume = {479},
pages = {135--152},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.12.002},
doi = {10.1016/J.INS.2018.12.002},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Garcia-GilLGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LopezVMLH19,
author = {Miguel L{\'{o}}pez and
Ana Valdivia and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {E\({}^{\mbox{2}}\)SAM: Evolutionary ensemble of sentiment analysis
methods for domain adaptation},
journal = {Inf. Sci.},
volume = {480},
pages = {273--286},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.12.038},
doi = {10.1016/J.INS.2018.12.038},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LopezVMLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DingCDH19,
author = {Zhaogang Ding and
Xia Chen and
Yucheng Dong and
Francisco Herrera},
title = {Consensus reaching in social network DeGroot Model: The roles of the
Self-confidence and node degree},
journal = {Inf. Sci.},
volume = {486},
pages = {62--72},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.02.028},
doi = {10.1016/J.INS.2019.02.028},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DingCDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GouLXMH19,
author = {Xunjie Gou and
Huchang Liao and
Zeshui Xu and
Rui Min and
Francisco Herrera},
title = {Group decision making with double hierarchy hesitant fuzzy linguistic
preference relations: Consistency based measures, index and repairing
algorithms and decision model},
journal = {Inf. Sci.},
volume = {489},
pages = {93--112},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.03.037},
doi = {10.1016/J.INS.2019.03.037},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GouLXMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuXMH19,
author = {Xia Liu and
Yejun Xu and
Rosana Montes and
Francisco Herrera},
title = {Social network group decision making: Managing self-confidence-based
consensus model with the dynamic importance degree of experts and
trust-based feedback mechanism},
journal = {Inf. Sci.},
volume = {505},
pages = {215--232},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.07.050},
doi = {10.1016/J.INS.2019.07.050},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuXMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KrawczykTGWH19,
author = {Bartosz Krawczyk and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Michal Wozniak and
Francisco Herrera},
title = {Instance reduction for one-class classification},
journal = {Knowl. Inf. Syst.},
volume = {59},
number = {3},
pages = {601--628},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1220-z},
doi = {10.1007/S10115-018-1220-Z},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KrawczykTGWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/PratiLH19,
author = {Ronaldo C. Prati and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Emerging topics and challenges of learning from noisy data in nonstandard
classification: a survey beyond binary class noise},
journal = {Knowl. Inf. Syst.},
volume = {60},
number = {1},
pages = {63--97},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1244-4},
doi = {10.1007/S10115-018-1244-4},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/PratiLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuMH19,
author = {Yejun Xu and
Feng Ma and
Francisco Herrera},
title = {Revisiting inconsistent judgments for incomplete fuzzy linguistic
preference relations: Algorithms to identify and rectify ordinal inconsistencies},
journal = {Knowl. Based Syst.},
volume = {163},
pages = {305--319},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2018.08.029},
doi = {10.1016/J.KNOSYS.2018.08.029},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/XuMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZuherosTVMH19,
author = {Cristina Zuheros and
Siham Tabik and
Ana Valdivia and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Francisco Herrera},
title = {Deep recurrent neural network for geographical entities disambiguation
on social media data},
journal = {Knowl. Based Syst.},
volume = {173},
pages = {117--127},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.02.030},
doi = {10.1016/J.KNOSYS.2019.02.030},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZuherosTVMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CharteHC19,
author = {David Charte and
Francisco Herrera and
Francisco Charte},
title = {Ruta: Implementations of neural autoencoders in {R}},
journal = {Knowl. Based Syst.},
volume = {174},
pages = {4--8},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.01.014},
doi = {10.1016/J.KNOSYS.2019.01.014},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/CharteHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TangZLXFH19,
author = {Ming Tang and
Xiaoyang Zhou and
Huchang Liao and
Jiuping Xu and
Hamido Fujita and
Francisco Herrera},
title = {Ordinal consensus measure with objective threshold for heterogeneous
large-scale group decision making},
journal = {Knowl. Based Syst.},
volume = {180},
pages = {62--74},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.05.019},
doi = {10.1016/J.KNOSYS.2019.05.019},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TangZLXFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Gomez-RiosTLSH19,
author = {Anabel G{\'{o}}mez{-}R{\'{\i}}os and
Siham Tabik and
Juli{\'{a}}n Luengo and
A. S. M. Shihavuddin and
Francisco Herrera},
title = {Coral species identification with texture or structure images using
a two-level classifier based on Convolutional Neural Networks},
journal = {Knowl. Based Syst.},
volume = {184},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.104891},
doi = {10.1016/J.KNOSYS.2019.104891},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Gomez-RiosTLSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuZDNH19,
author = {Bingsheng Liu and
Qi Zhou and
Ru{-}Xi Ding and
Wei Ni and
Francisco Herrera},
title = {Defective alternatives detection-based multi-attribute intuitionistic
fuzzy large-scale decision making model},
journal = {Knowl. Based Syst.},
volume = {186},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2019.104962},
doi = {10.1016/J.KNOSYS.2019.104962},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LiuZDNH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/CharteCGH19,
author = {David Charte and
Francisco Charte and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A snapshot on nonstandard supervised learning problems: taxonomy,
relationships, problem transformations and algorithm adaptations},
journal = {Prog. Artif. Intell.},
volume = {8},
number = {1},
pages = {1--14},
year = {2019},
url = {https://doi.org/10.1007/s13748-018-00167-7},
doi = {10.1007/S13748-018-00167-7},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/CharteCGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/Heredia-GomezGG19,
author = {M. Cristina Heredia{-}G{\'{o}}mez and
Salvador Garc{\'{\i}}a and
Pedro Antonio Guti{\'{e}}rrez and
Francisco Herrera},
title = {{OCAPIS:} {R} package for Ordinal Classification and Preprocessing
in Scala},
journal = {Prog. Artif. Intell.},
volume = {8},
number = {3},
pages = {287--292},
year = {2019},
url = {https://doi.org/10.1007/s13748-019-00175-1},
doi = {10.1007/S13748-019-00175-1},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Heredia-GomezGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/SafonovaTARMH19,
author = {Anastasiia Safonova and
Siham Tabik and
Domingo Alcaraz{-}Segura and
Alexey Rubtsov and
Yuriy Maglinets and
Francisco Herrera},
title = {Detection of Fir Trees (\emph{Abies sibirica}) Damaged by the Bark
Beetle in Unmanned Aerial Vehicle Images with Deep Learning},
journal = {Remote. Sens.},
volume = {11},
number = {6},
pages = {643},
year = {2019},
url = {https://doi.org/10.3390/rs11060643},
doi = {10.3390/RS11060643},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/SafonovaTARMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ElhagFAAH19,
author = {Salma Elhag and
Alberto Fern{\'{a}}ndez and
Abdulrahman H. Altalhi and
Saleh Alshomrani and
Francisco Herrera},
title = {A multi-objective evolutionary fuzzy system to obtain a broad and
accurate set of solutions in intrusion detection systems},
journal = {Soft Comput.},
volume = {23},
number = {4},
pages = {1321--1336},
year = {2019},
url = {https://doi.org/10.1007/s00500-017-2856-4},
doi = {10.1007/S00500-017-2856-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/ElhagFAAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/SerOMYSCDSCH19,
author = {Javier Del Ser and
Eneko Osaba and
Daniel Molina and
Xin{-}She Yang and
Sancho Salcedo{-}Sanz and
David Camacho and
Swagatam Das and
Ponnuthurai N. Suganthan and
Carlos A. Coello Coello and
Francisco Herrera},
title = {Bio-inspired computation: Where we stand and what's next},
journal = {Swarm Evol. Comput.},
volume = {48},
pages = {220--250},
year = {2019},
url = {https://doi.org/10.1016/j.swevo.2019.04.008},
doi = {10.1016/J.SWEVO.2019.04.008},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/SerOMYSCDSCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LiuXMDH19,
author = {Xia Liu and
Yejun Xu and
Rosana Montes and
Ru{-}Xi Ding and
Francisco Herrera},
title = {Alternative Ranking-Based Clustering and Reliability Index-Based Consensus
Reaching Process for Hesitant Fuzzy Large Scale Group Decision Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {1},
pages = {159--171},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2018.2876655},
doi = {10.1109/TFUZZ.2018.2876655},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LiuXMDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LiDH19,
author = {Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera},
title = {A Consensus Model for Large-Scale Linguistic Group Decision Making
With a Feedback Recommendation Based on Clustered Personalized Individual
Semantics and Opposing Consensus Groups},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {2},
pages = {221--233},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2018.2857720},
doi = {10.1109/TFUZZ.2018.2857720},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LiDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LiRMDH19,
author = {Cong{-}Cong Li and
Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Yucheng Dong and
Francisco Herrera},
title = {Consensus Building With Individual Consistency Control in Group Decision
Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {2},
pages = {319--332},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2018.2856125},
doi = {10.1109/TFUZZ.2018.2856125},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LiRMDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/DingWSLH19,
author = {Ru{-}Xi Ding and
Xueqing Wang and
Kun Shang and
Bingsheng Liu and
Francisco Herrera},
title = {Sparse Representation-Based Intuitionistic Fuzzy Clustering Approach
to Find the Group Intra-Relations and Group Leaders for Large-Scale
Decision Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {3},
pages = {559--573},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2018.2864661},
doi = {10.1109/TFUZZ.2018.2864661},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/DingWSLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CozarFHG19,
author = {Javier C{\'{o}}zar and
Alberto Fern{\'{a}}ndez and
Francisco Herrera and
Jos{\'{e}} A. G{\'{a}}mez},
title = {A Metahierarchical Rule Decision System to Design Robust Fuzzy Classifiers
Based on Data Complexity},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {4},
pages = {701--715},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2018.2866967},
doi = {10.1109/TFUZZ.2018.2866967},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CozarFHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ChangZLCTH19,
author = {Lei{-}Lei Chang and
Zhi{-}Jie Zhou and
Huchang Liao and
Yu{-}Wang Chen and
Xu Tan and
Francisco Herrera},
title = {Generic Disjunctive Belief-Rule-Base Modeling, Inferencing, and Optimization},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {27},
number = {9},
pages = {1866--1880},
year = {2019},
url = {https://doi.org/10.1109/TFUZZ.2019.2892348},
doi = {10.1109/TFUZZ.2019.2892348},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/ChangZLCTH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/TrigueroGMLGH19,
author = {Isaac Triguero and
Diego Garc{\'{\i}}a{-}Gil and
Jes{\'{u}}s Maillo and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Transforming big data into smart data: An insight on the use of the
k-nearest neighbors algorithm to obtain quality data},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {9},
number = {2},
year = {2019},
url = {https://doi.org/10.1002/widm.1289},
doi = {10.1002/WIDM.1289},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/TrigueroGMLGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaH19,
author = {Daniel Molina and
Francisco Herrera},
title = {Applying Memetic algorithm with Improved {L-SHADE} and Local Search
Pool for the 100-digit challenge on Single Objective Numerical Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2019, Wellington,
New Zealand, June 10-13, 2019},
pages = {7--13},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CEC.2019.8789916},
doi = {10.1109/CEC.2019.8789916},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/MolinaH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexis/Herrera19,
author = {Francisco Herrera},
editor = {V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
Farshad Firouzi and
Ernesto Estrada and
Victor Chang},
title = {Quality Data Processing for Deep Learning},
booktitle = {Proceedings of the 4th International Conference on Complexity, Future
Information Systems and Risk, {COMPLEXIS} 2019, Heraklion, Crete,
Greece, May 2-4, 2019},
pages = {5},
publisher = {SciTePress},
year = {2019},
timestamp = {Wed, 05 Jun 2019 12:48:14 +0200},
biburl = {https://dblp.org/rec/conf/complexis/Herrera19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/CamaraBMFRH19,
author = {Eugenio Mart{\'{\i}}nez C{\'{a}}mara and
Nuria Rodr{\'{\i}}guez Barroso and
Antonio R. Moya and
Jos{\'{e}} Alberto Fern{\'{a}}ndez and
Elena Romero and
Francisco Herrera},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Deep Learning Hyper-parameter Tuning for Sentiment Analysis in Twitter
based on Evolutionary Algorithms},
booktitle = {Proceedings of the 2019 Federated Conference on Computer Science and
Information Systems, FedCSIS 2019, Leipzig, Germany, September 1-4,
2019},
series = {Annals of Computer Science and Information Systems},
volume = {18},
pages = {255--264},
year = {2019},
url = {https://doi.org/10.15439/2019F183},
doi = {10.15439/2019F183},
timestamp = {Tue, 23 Apr 2024 10:06:08 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/CamaraBMFRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotbd/MontesdeocaLMGG19,
author = {Besay Montesdeoca and
Juli{\'{a}}n Luengo and
Jes{\'{u}}s Maillo and
Diego Garc{\'{\i}}a{-}Gil and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Muthu Ramachandran and
Robert John Walters and
Gary B. Wills and
V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
Victor Chang},
title = {A First Approach on Big Data Missing Values Imputation},
booktitle = {Proceedings of the 4th International Conference on Internet of Things,
Big Data and Security, IoTBDS 2019, Heraklion, Crete, Greece, May
2-4, 2019},
pages = {315--323},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007738403150323},
doi = {10.5220/0007738403150323},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iotbd/MontesdeocaLMGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iotbd/Garcia-GilALGH19,
author = {Diego Garc{\'{\i}}a{-}Gil and
Alejandro Alcalde{-}Barros and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Muthu Ramachandran and
Robert John Walters and
Gary B. Wills and
V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
Victor Chang},
title = {Big Data Preprocessing as the Bridge between Big Data and Smart Data:
BigDaPSpark and BigDaPFlink Libraries},
booktitle = {Proceedings of the 4th International Conference on Internet of Things,
Big Data and Security, IoTBDS 2019, Heraklion, Crete, Greece, May
2-4, 2019},
pages = {324--331},
publisher = {SciTePress},
year = {2019},
url = {https://doi.org/10.5220/0007738503240331},
doi = {10.5220/0007738503240331},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iotbd/Garcia-GilALGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/CharteCJH19,
author = {David Charte and
Francisco Charte and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
F{\'{e}}lix de la Paz L{\'{o}}pez and
F. Javier Toledo{-}Moreo and
Hojjat Adeli},
title = {A Showcase of the Use of Autoencoders in Feature Learning Applications},
booktitle = {From Bioinspired Systems and Biomedical Applications to Machine Learning
- 8th International Work-Conference on the Interplay Between Natural
and Artificial Computation, {IWINAC} 2019, Almer{\'{\i}}a, Spain,
June 3-7, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11487},
pages = {412--421},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19651-6\_40},
doi = {10.1007/978-3-030-19651-6\_40},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/CharteCJH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcc-bd/BasgallHN0H19,
author = {Mar{\'{\i}}a Jos{\'{e}} Basgall and
Waldo Hasperu{\'{e}} and
Marcelo R. Naiouf and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
editor = {Marcelo R. Naiouf and
Franco Chichizola and
Enzo Rucci},
title = {An Analysis of Local and Global Solutions to Address Big Data Imbalanced
Classification: {A} Case Study with {SMOTE} Preprocessing},
booktitle = {Proceedings of the 7th Conference on Cloud Computing {\&} Big
Data, JCC{\&}BD 2019, La Plata, Argentina, June 24-28, 2019, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1050},
pages = {75--85},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27713-0\_7},
doi = {10.1007/978-3-030-27713-0\_7},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jcc-bd/BasgallHN0H19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12740,
author = {Gioele Ciaparrone and
Francisco Luque S{\'{a}}nchez and
Siham Tabik and
Luigi Troiano and
Roberto Tagliaferri and
Francisco Herrera},
title = {Deep Learning in Video Multi-Object Tracking: {A} Survey},
journal = {CoRR},
volume = {abs/1907.12740},
year = {2019},
url = {http://arxiv.org/abs/1907.12740},
eprinttype = {arXiv},
eprint = {1907.12740},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10045,
author = {Alejandro Barredo Arrieta and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Javier Del Ser and
Adrien Bennetot and
Siham Tabik and
Alberto Barbado and
Salvador Garc{\'{\i}}a and
Sergio Gil{-}Lopez and
Daniel Molina and
Richard Benjamins and
Raja Chatila and
Francisco Herrera},
title = {Explainable Artificial Intelligence {(XAI):} Concepts, Taxonomies,
Opportunities and Challenges toward Responsible {AI}},
journal = {CoRR},
volume = {abs/1910.10045},
year = {2019},
url = {http://arxiv.org/abs/1910.10045},
eprinttype = {arXiv},
eprint = {1910.10045},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/FernandezGGPKH18,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Mikel Galar and
Ronaldo C. Prati and
Bartosz Krawczyk and
Francisco Herrera},
title = {Learning from Imbalanced Data Sets},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-98074-4},
doi = {10.1007/978-3-319-98074-4},
isbn = {978-3-319-98073-7},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/FernandezGGPKH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ChenHH18,
author = {Min Chen and
Francisco Herrera and
Kai Hwang},
title = {Cognitive Computing: Architecture, Technologies and Intelligent Applications},
journal = {{IEEE} Access},
volume = {6},
pages = {19774--19783},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2791469},
doi = {10.1109/ACCESS.2018.2791469},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/ChenHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/FuWLH18,
author = {Ziguo Fu and
Xingli Wu and
Huchang Liao and
Francisco Herrera},
title = {Underground Mining Method Selection With the Hesitant Fuzzy Linguistic
Gained and Lost Dominance Score Method},
journal = {{IEEE} Access},
volume = {6},
pages = {66442--66458},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2878784},
doi = {10.1109/ACCESS.2018.2878784},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/FuWLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MontesSVH18,
author = {Rosana Montes and
Ana M. S{\'{a}}nchez and
Pedro Villar and
Francisco Herrera},
title = {Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria
hesitant fuzzy linguistic term set opinions to build confidence and
trust},
journal = {Appl. Soft Comput.},
volume = {67},
pages = {941--952},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2017.05.039},
doi = {10.1016/J.ASOC.2017.05.039},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MontesSVH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/GalpertFHARA18,
author = {Deborah Galpert and
Alberto Fern{\'{a}}ndez and
Francisco Herrera and
Agostinho Antunes and
Reinaldo Molina Ruiz and
Guillerm{\'{\i}}n Ag{\"{u}}ero{-}Chap{\'{\i}}n},
title = {Surveying alignment-free features for Ortholog detection in related
yeast proteomes by using supervised big data classifiers},
journal = {{BMC} Bioinform.},
volume = {19},
number = {1},
pages = {166:1--166:17},
year = {2018},
url = {https://doi.org/10.1186/s12859-018-2148-8},
doi = {10.1186/S12859-018-2148-8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/GalpertFHARA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/GouXLH18,
author = {Xunjie Gou and
Zeshui Xu and
Huchang Liao and
Francisco Herrera},
title = {Multiple criteria decision making based on distance and similarity
measures under double hierarchy hesitant fuzzy linguistic environment},
journal = {Comput. Ind. Eng.},
volume = {126},
pages = {516--530},
year = {2018},
url = {https://doi.org/10.1016/j.cie.2018.10.020},
doi = {10.1016/J.CIE.2018.10.020},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/candie/GouXLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/Rosales-PerezGT18,
author = {Alejandro Rosales{-}P{\'{e}}rez and
Salvador Garc{\'{\i}}a and
Hugo Terashima{-}Mar{\'{\i}}n and
Carlos A. Coello Coello and
Francisco Herrera},
title = {{MC2ESVM:} Multiclass Classification Based on Cooperative Evolution
of Support Vector Machines},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {13},
number = {2},
pages = {18--29},
year = {2018},
url = {https://doi.org/10.1109/MCI.2018.2806997},
doi = {10.1109/MCI.2018.2806997},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/Rosales-PerezGT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/MolinaLH18,
author = {Daniel Molina and
Antonio LaTorre and
Francisco Herrera},
title = {An Insight into Bio-inspired and Evolutionary Algorithms for Global
Optimization: Review, Analysis, and Lessons Learnt over a Decade of
Competitions},
journal = {Cogn. Comput.},
volume = {10},
number = {4},
pages = {517--544},
year = {2018},
url = {https://doi.org/10.1007/s12559-018-9554-0},
doi = {10.1007/S12559-018-9554-0},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cogcom/MolinaLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/Ramirez-Gallego18,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Online entropy-based discretization for data streaming classification},
journal = {Future Gener. Comput. Syst.},
volume = {86},
pages = {59--70},
year = {2018},
url = {https://doi.org/10.1016/j.future.2018.03.008},
doi = {10.1016/J.FUTURE.2018.03.008},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/Ramirez-Gallego18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/Roldan-Lopez-de-Hierro18,
author = {Antonio{-}Francisco Rold{\'{a}}n{-}L{\'{o}}pez{-}de{-}Hierro and
Concepci{\'{o}}n Rold{\'{a}}n and
Francisco Herrera},
title = {On a new methodology for ranking fuzzy numbers and its application
to real economic data},
journal = {Fuzzy Sets Syst.},
volume = {353},
pages = {86--110},
year = {2018},
url = {https://doi.org/10.1016/j.fss.2018.04.003},
doi = {10.1016/J.FSS.2018.04.003},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/Roldan-Lopez-de-Hierro18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/PadilloLHV18,
author = {Francisco Padillo and
Jos{\'{e}} Mar{\'{\i}}a Luna and
Francisco Herrera and
Sebasti{\'{a}}n Ventura},
title = {Mining association rules on Big Data through MapReduce genetic programming},
journal = {Integr. Comput. Aided Eng.},
volume = {25},
number = {1},
pages = {31--48},
year = {2018},
url = {https://doi.org/10.3233/ICA-170555},
doi = {10.3233/ICA-170555},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/PadilloLHV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/LiaoXHM18,
author = {Huchang Liao and
Zeshui Xu and
Francisco Herrera and
Jos{\'{e}} M. Merig{\'{o}}},
title = {Editorial Message: Special Issue on Hesitant Fuzzy Linguistic Decision
Making: Algorithms, Theory and Applications},
journal = {Int. J. Fuzzy Syst.},
volume = {20},
number = {7},
pages = {2083},
year = {2018},
url = {https://doi.org/10.1007/s40815-018-0561-9},
doi = {10.1007/S40815-018-0561-9},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfs/LiaoXHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfs/LiaoXHH18,
author = {Huchang Liao and
Zeshui Xu and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Hesitant Fuzzy Linguistic Term Set and Its Application in Decision
Making: {A} State-of-the-Art Survey},
journal = {Int. J. Fuzzy Syst.},
volume = {20},
number = {7},
pages = {2084--2110},
year = {2018},
url = {https://doi.org/10.1007/s40815-017-0432-9},
doi = {10.1007/S40815-017-0432-9},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfs/LiaoXHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/PeraltaTGSBH18,
author = {Daniel Peralta and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Yvan Saeys and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {On the use of convolutional neural networks for robust classification
of multiple fingerprint captures},
journal = {Int. J. Intell. Syst.},
volume = {33},
number = {1},
pages = {213--230},
year = {2018},
url = {https://doi.org/10.1002/int.21948},
doi = {10.1002/INT.21948},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/PeraltaTGSBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/OlmosTH18,
author = {Roberto Olmos and
Siham Tabik and
Francisco Herrera},
title = {Automatic handgun detection alarm in videos using deep learning},
journal = {Neurocomputing},
volume = {275},
pages = {66--72},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.05.012},
doi = {10.1016/J.NEUCOM.2017.05.012},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/OlmosTH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangLGGH18,
author = {Zhongliang Zhang and
Xinggang Luo and
Sergio Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{DRCW-ASEG:} One-versus-One distance-based relative competence weighting
with adaptive synthetic example generation for multi-class imbalanced
datasets},
journal = {Neurocomputing},
volume = {285},
pages = {176--187},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.01.039},
doi = {10.1016/J.NEUCOM.2018.01.039},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangLGGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CharteRCJH18,
author = {Francisco Charte and
Antonio J. Rivera and
David Charte and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Tips, guidelines and tools for managing multi-label datasets: The
mldr.datasets {R} package and the Cometa data repository},
journal = {Neurocomputing},
volume = {289},
pages = {68--85},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.02.011},
doi = {10.1016/J.NEUCOM.2018.02.011},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CharteRCJH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/ZuherosLCDHH18,
author = {Cristina Zuheros and
Cong{-}Cong Li and
Francisco Javier Cabrerizo and
Yucheng Dong and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Computing with Words: Revisiting the Qualitative Scale},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {26},
number = {Supplement-2},
pages = {127--143},
year = {2018},
url = {https://doi.org/10.1142/S0218488518400147},
doi = {10.1142/S0218488518400147},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijufks/ZuherosLCDHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/Ramirez-Gallego18,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Min Chen and
Francisco Herrera},
title = {Big Data: Tutorial and guidelines on information and process fusion
for analytics algorithms with MapReduce},
journal = {Inf. Fusion},
volume = {42},
pages = {51--61},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.10.001},
doi = {10.1016/J.INFFUS.2017.10.001},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/Ramirez-Gallego18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ChaturvediCWH18,
author = {Iti Chaturvedi and
Erik Cambria and
Roy E. Welsch and
Francisco Herrera},
title = {Distinguishing between facts and opinions for sentiment analysis:
Survey and challenges},
journal = {Inf. Fusion},
volume = {44},
pages = {65--77},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.12.006},
doi = {10.1016/J.INFFUS.2017.12.006},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/ChaturvediCWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/CharteCGJH18,
author = {David Charte and
Francisco Charte and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A practical tutorial on autoencoders for nonlinear feature fusion:
Taxonomy, models, software and guidelines},
journal = {Inf. Fusion},
volume = {44},
pages = {78--96},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.12.007},
doi = {10.1016/J.INFFUS.2017.12.007},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/CharteCGJH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ValdiviaLCH18,
author = {Ana Valdivia and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Erik Cambria and
Francisco Herrera},
title = {Consensus vote models for detecting and filtering neutrality in sentiment
analysis},
journal = {Inf. Fusion},
volume = {44},
pages = {126--135},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2018.03.007},
doi = {10.1016/J.INFFUS.2018.03.007},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/ValdiviaLCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiRMDH18,
author = {Cong{-}Cong Li and
Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez and
Yucheng Dong and
Francisco Herrera},
title = {Consistency of hesitant fuzzy linguistic preference relations: An
interval consistency index},
journal = {Inf. Sci.},
volume = {432},
pages = {347--361},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2017.12.018},
doi = {10.1016/J.INS.2017.12.018},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiRMDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/VluymansCHS18,
author = {Sarah Vluymans and
Chris Cornelis and
Francisco Herrera and
Yvan Saeys},
title = {Multi-label classification using a fuzzy rough neighborhood consensus},
journal = {Inf. Sci.},
volume = {433-434},
pages = {96--114},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2017.12.034},
doi = {10.1016/J.INS.2017.12.034},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/VluymansCHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GarciaZAAH18,
author = {Salvador Garc{\'{\i}}a and
Zhongliang Zhang and
Abdulrahman H. Altalhi and
Saleh Alshomrani and
Francisco Herrera},
title = {Dynamic ensemble selection for multi-class imbalanced datasets},
journal = {Inf. Sci.},
volume = {445-446},
pages = {22--37},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.03.002},
doi = {10.1016/J.INS.2018.03.002},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GarciaZAAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/0001GHC18,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Nitesh V. Chawla},
title = {{SMOTE} for Learning from Imbalanced Data: Progress and Challenges,
Marking the 15-year Anniversary},
journal = {J. Artif. Intell. Res.},
volume = {61},
pages = {863--905},
year = {2018},
url = {https://doi.org/10.1613/jair.1.11192},
doi = {10.1613/JAIR.1.11192},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/0001GHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsandt/BasgallHNFH18,
author = {Mar{\'{\i}}a Jos{\'{e}} Basgall and
Waldo Hasperu{\'{e}} and
Marcelo R. Naiouf and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {{SMOTE-BD:} An Exact and Scalable Oversampling Method for Imbalanced
Classification in Big Data},
journal = {J. Comput. Sci. Technol.},
volume = {18},
number = {03},
pages = {23},
year = {2018},
url = {https://doi.org/10.24215/16666038.18.e23},
doi = {10.24215/16666038.18.E23},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcsandt/BasgallHNFH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/VluymansFSCH18,
author = {Sarah Vluymans and
Alberto Fern{\'{a}}ndez and
Yvan Saeys and
Chris Cornelis and
Francisco Herrera},
title = {Dynamic affinity-based classification of multi-class imbalanced data
with one-versus-one decomposition: a fuzzy rough set approach},
journal = {Knowl. Inf. Syst.},
volume = {56},
number = {1},
pages = {55--84},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1126-1},
doi = {10.1007/S10115-017-1126-1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/VluymansFSCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CarmonaJH18,
author = {Crist{\'{o}}bal J. Carmona and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A unifying analysis for the supervised descriptive rule discovery
via the weighted relative accuracy},
journal = {Knowl. Based Syst.},
volume = {139},
pages = {89--100},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2017.10.015},
doi = {10.1016/J.KNOSYS.2017.10.015},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/CarmonaJH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LuengoSAAH18,
author = {Juli{\'{a}}n Luengo and
Seong{-}O Shim and
Saleh Alshomrani and
Abdulrahman H. Altalhi and
Francisco Herrera},
title = {{CNC-NOS:} Class noise cleaning by ensemble filtering and noise scoring},
journal = {Knowl. Based Syst.},
volume = {140},
pages = {27--49},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2017.10.026},
doi = {10.1016/J.KNOSYS.2017.10.026},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LuengoSAAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiRMDH18,
author = {Cong{-}Cong Li and
Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez and
Yucheng Dong and
Francisco Herrera},
title = {Personalized individual semantics based on consistency in hesitant
linguistic group decision making with comparative linguistic expressions},
journal = {Knowl. Based Syst.},
volume = {145},
pages = {156--165},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.01.011},
doi = {10.1016/J.KNOSYS.2018.01.011},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiRMDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AcamporaHTV18,
author = {Giovanni Acampora and
Francisco Herrera and
Genoveffa Tortora and
Autilia Vitiello},
title = {A multi-objective evolutionary approach to training set selection
for support vector machine},
journal = {Knowl. Based Syst.},
volume = {147},
pages = {94--108},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.02.022},
doi = {10.1016/J.KNOSYS.2018.02.022},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/AcamporaHTV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Garcia-GilRGH18,
author = {Diego Garc{\'{\i}}a{-}Gil and
Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Principal Components Analysis Random Discretization Ensemble for Big
Data},
journal = {Knowl. Based Syst.},
volume = {150},
pages = {166--174},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.03.012},
doi = {10.1016/J.KNOSYS.2018.03.012},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Garcia-GilRGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiaoWLYXH18,
author = {Huchang Liao and
Xingli Wu and
Xuedong Liang and
Jian{-}Bo Yang and
Dong{-}Ling Xu and
Francisco Herrera},
title = {A continuous interval-valued linguistic {ORESTE} method for multi-criteria
group decision making},
journal = {Knowl. Based Syst.},
volume = {153},
pages = {65--77},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.04.022},
doi = {10.1016/J.KNOSYS.2018.04.022},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiaoWLYXH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MartinMGAHS18,
author = {Diana Mart{\'{\i}}n and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Diego Garc{\'{\i}}a{-}Gil and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos},
title = {{MRQAR:} {A} generic MapReduce framework to discover quantitative
association rules in big data problems},
journal = {Knowl. Based Syst.},
volume = {153},
pages = {176--192},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.04.037},
doi = {10.1016/J.KNOSYS.2018.04.037},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MartinMGAHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GouXH18,
author = {Xunjie Gou and
Zeshui Xu and
Francisco Herrera},
title = {Consensus reaching process for large-scale group decision making with
double hierarchy hesitant fuzzy linguistic preference relations},
journal = {Knowl. Based Syst.},
volume = {157},
pages = {20--33},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.05.008},
doi = {10.1016/J.KNOSYS.2018.05.008},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GouXH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CordonGFH18,
author = {Ignacio Cord{\'{o}}n and
Salvador Garc{\'{\i}}a and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Imbalance: Oversampling algorithms for imbalanced classification in
{R}},
journal = {Knowl. Based Syst.},
volume = {161},
pages = {329--341},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.07.035},
doi = {10.1016/J.KNOSYS.2018.07.035},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/CordonGFH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/RodriguezXMH18,
author = {Rosa M. Rodr{\'{\i}}guez and
Yejun Xu and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {Exploring Consistency for Hesitant Preference Relations in Decision
Making: Discussing Concepts, Meaning and Taxonomy},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {30},
number = {2-3},
pages = {129--154},
year = {2018},
url = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-30-number-2-3-2018/mvlsc-30-2-3-p-129-154/},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mvl/RodriguezXMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KrawczykGWBH18,
author = {Bartosz Krawczyk and
Mikel Galar and
Michal Wozniak and
Humberto Bustince and
Francisco Herrera},
title = {Dynamic ensemble selection for multi-class classification with one-class
classifiers},
journal = {Pattern Recognit.},
volume = {83},
pages = {34--51},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.05.015},
doi = {10.1016/J.PATCOG.2018.05.015},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/KrawczykGWBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/Ramirez-Gallego18,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {A distributed evolutionary multivariate discretizer for Big Data processing
on Apache Spark},
journal = {Swarm Evol. Comput.},
volume = {38},
pages = {240--250},
year = {2018},
url = {https://doi.org/10.1016/j.swevo.2017.08.005},
doi = {10.1016/J.SWEVO.2017.08.005},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/Ramirez-Gallego18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcc/BaldanRBHB18,
author = {Francisco Javier Baldan and
Sergio Ram{\'{\i}}rez{-}Gallego and
Christoph Bergmeir and
Francisco Herrera and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {A Forecasting Methodology for Workload Forecasting in Cloud Systems},
journal = {{IEEE} Trans. Cloud Comput.},
volume = {6},
number = {4},
pages = {929--941},
year = {2018},
url = {https://doi.org/10.1109/TCC.2016.2586064},
doi = {10.1109/TCC.2016.2586064},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcc/BaldanRBHB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LiaoMXXH18,
author = {Huchang Liao and
Xiaomei Mi and
Zeshui Xu and
Jiuping Xu and
Francisco Herrera},
title = {Intuitionistic Fuzzy Analytic Network Process},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {26},
number = {5},
pages = {2578--2590},
year = {2018},
url = {https://doi.org/10.1109/TFUZZ.2017.2788881},
doi = {10.1109/TFUZZ.2017.2788881},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LiaoMXXH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/WuLXHH18,
author = {Xingli Wu and
Huchang Liao and
Zeshui Xu and
Arian Hafezalkotob and
Francisco Herrera},
title = {Probabilistic Linguistic {MULTIMOORA:} {A} Multicriteria Decision
Making Method Based on the Probabilistic Linguistic Expectation Function
and the Improved Borda Rule},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {26},
number = {6},
pages = {3688--3702},
year = {2018},
url = {https://doi.org/10.1109/TFUZZ.2018.2843330},
doi = {10.1109/TFUZZ.2018.2843330},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/WuLXHH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LiaoWLXH18,
author = {Huchang Liao and
Xingli Wu and
Xuedong Liang and
Jiuping Xu and
Francisco Herrera},
title = {A New Hesitant Fuzzy Linguistic {ORESTE} Method for Hybrid Multicriteria
Decision Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {26},
number = {6},
pages = {3793--3807},
year = {2018},
url = {https://doi.org/10.1109/TFUZZ.2018.2849368},
doi = {10.1109/TFUZZ.2018.2849368},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LiaoWLXH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Ramirez-Gallego18,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
H{\'{e}}ctor Mouri{\~{n}}o{-}Tal{\'{\i}}n and
David Mart{\'{\i}}nez{-}Rego and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Amparo Alonso{-}Betanzos and
Francisco Herrera},
title = {An Information Theory-Based Feature Selection Framework for Big Data
Under Apache Spark},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {48},
number = {9},
pages = {1441--1453},
year = {2018},
url = {https://doi.org/10.1109/TSMC.2017.2670926},
doi = {10.1109/TSMC.2017.2670926},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Ramirez-Gallego18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/SanchezRTMH18,
author = {Andres Jesus Sanchez and
Luis Felipe Romero and
Siham Tabik and
Miguel Angel Medina{-}P{\'{e}}rez and
Francisco Herrera},
editor = {Francisco Herrera and
Sergio Damas and
Rosana Montes and
Sergio Alonso and
Oscar Cord{\'{o}}n and
Antonio Gonz{\'{a}}lez and
Alicia Troncoso},
title = {A First Step to Accelerating Fingerprint Matching Based on Deformable
Minutiae Clustering},
booktitle = {Advances in Artificial Intelligence - 18th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2018, Granada, Spain,
October 23-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11160},
pages = {361--371},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6\_34},
doi = {10.1007/978-3-030-00374-6\_34},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/SanchezRTMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/GalarTBH18,
author = {Mikel Galar and
Isaac Triguero and
Humberto Bustince and
Francisco Herrera},
title = {A Preliminary Study of the Feasibility of Global Evolutionary Feature
Selection for Big Datasets under Apache Spark},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477878},
doi = {10.1109/CEC.2018.8477878},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/GalarTBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaLH18,
author = {Daniel Molina and
Antonio LaTorre and
Francisco Herrera},
title = {{SHADE} with Iterative Local Search for Large-Scale Global Optimization},
booktitle = {2018 {IEEE} Congress on Evolutionary Computation, {CEC} 2018, Rio
de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CEC.2018.8477755},
doi = {10.1109/CEC.2018.8477755},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MolinaLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/MailloLGHT18,
author = {Jes{\'{u}}s Maillo and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Isaac Triguero},
title = {A preliminary study on Hybrid Spill-Tree Fuzzy k-Nearest Neighbors
for big data classification},
booktitle = {2018 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2018, Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/FUZZ-IEEE.2018.8491595},
doi = {10.1109/FUZZ-IEEE.2018.8491595},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/MailloLGHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Rosales-PerezGG18,
author = {Alejandro Rosales{-}P{\'{e}}rez and
Andr{\'{e}}s Eduardo Guti{\'{e}}rrez{-}Rodr{\'{\i}}guez and
Salvador Garc{\'{\i}}a and
Hugo Terashima{-}Mar{\'{\i}}n and
Carlos A. Coello Coello and
Francisco Herrera},
editor = {Hern{\'{a}}n E. Aguirre and
Keiki Takadama},
title = {Cooperative multi-objective evolutionary support vector machines for
multiclass problems},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2018, Kyoto, Japan, July 15-19, 2018},
pages = {513--520},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3205455.3205524},
doi = {10.1145/3205455.3205524},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Rosales-PerezGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Garcia-GilRGH18,
author = {Diego Garc{\'{\i}}a{-}Gil and
Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Francisco Javier de Cos Juez and
Jos{\'{e}} Ram{\'{o}}n Villar and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
H{\'{e}}ctor Quinti{\'{a}}n and
Jos{\'{e}} Antonio S{\'{a}}ez and
Emilio Corchado},
title = {On the Use of Random Discretization and Dimensionality Reduction in
Ensembles for Big Data},
booktitle = {Hybrid Artificial Intelligent Systems - 13th International Conference,
{HAIS} 2018, Oviedo, Spain, June 20-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10870},
pages = {15--26},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92639-1\_2},
doi = {10.1007/978-3-319-92639-1\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/Garcia-GilRGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Munoz-OrdonezCM18,
author = {Juli{\'{a}}n Fernando Mu{\~{n}}oz{-}Ord{\'{o}}{\~{n}}ez and
Carlos Cobos and
Martha Mendoza and
Enrique Herrera{-}Viedma and
Francisco Herrera and
Siham Tabik},
editor = {Hujun Yin and
David Camacho and
Paulo Novais and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Framework for the Training of Deep Neural Networks in TensorFlow Using
Metaheuristics},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2018
- 19th International Conference, Madrid, Spain, November 21-23, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11314},
pages = {801--811},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03493-1\_83},
doi = {10.1007/978-3-030-03493-1\_83},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Munoz-OrdonezCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/LiaoWH18,
author = {Huchang Liao and
Xingli Wu and
Francisco Herrera},
editor = {Jes{\'{u}}s Medina and
Manuel Ojeda{-}Aciego and
Jos{\'{e}} Luis Verdegay Galdeano and
Irina Perfilieva and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {{DNBMA:} {A} Double Normalization-Based Multi-Aggregation Method},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Applications - 17th International Conference, {IPMU} 2018,
C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {855},
pages = {63--73},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91479-4\_6},
doi = {10.1007/978-3-319-91479-4\_6},
timestamp = {Thu, 07 Jan 2021 08:57:40 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/LiaoWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/MoralesMZDH18,
author = {Jeovani Morales and
Rosana Montes and
Noe Zerme{\~{n}}o and
Jeronimo Duran and
Francisco Herrera},
editor = {Jes{\'{u}}s Medina and
Manuel Ojeda{-}Aciego and
Jos{\'{e}} Luis Verdegay Galdeano and
Irina Perfilieva and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {The Use of Fuzzy Linguistic Information and Fuzzy Delphi Method to
Validate by Consensus a Questionnaire in a Blended-Learning Environment},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Applications - 17th International Conference, {IPMU} 2018,
C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {855},
pages = {137--149},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91479-4\_12},
doi = {10.1007/978-3-319-91479-4\_12},
timestamp = {Sat, 02 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/MoralesMZDH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lopal/LuengoTPH18,
author = {Juli{\'{a}}n Luengo and
D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Ronaldo C. Prati and
Francisco Herrera},
editor = {Saaid Amzazi and
Abdellatif El Afia and
Mohammed Essaaidi},
title = {A First Study on the Use of Noise Filtering to Clean the Bags in Multi-Instance
Classification},
booktitle = {Proceedings of the International Conference on Learning and Optimization
Algorithms: Theory and Applications, {LOPAL} 2018, Rabat, Morocco,
May 2-5, 2018},
pages = {3:1--3:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3230905.3230911},
doi = {10.1145/3230905.3230911},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lopal/LuengoTPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lopal/BenhammouTAH18,
author = {Yassir Benhammou and
Siham Tabik and
Boujem{\^{a}}a Achchab and
Francisco Herrera},
editor = {Saaid Amzazi and
Abdellatif El Afia and
Mohammed Essaaidi},
title = {A first study exploring the performance of the state-of-the art {CNN}
model in the problem of breast cancer},
booktitle = {Proceedings of the International Conference on Learning and Optimization
Algorithms: Theory and Applications, {LOPAL} 2018, Rabat, Morocco,
May 2-5, 2018},
pages = {47:1--47:6},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3230905.3230940},
doi = {10.1145/3230905.3230940},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lopal/BenhammouTAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sepln/BarrosoMH18,
author = {Nuria Rodr{\'{\i}}guez Barroso and
Eugenio Mart{\'{\i}}nez{-}C{\'{a}}mara and
Francisco Herrera},
editor = {Eugenio Mart{\'{\i}}nez C{\'{a}}mara and
Yudivi{\'{a}}n Almeida{-}Cruz and
Manuel Carlos D{\'{\i}}az{-}Galiano and
Suilan Est{\'{e}}vez{-}Velarde and
Miguel {\'{A}}ngel Garc{\'{\i}}a Cumbreras and
Manuel Garc{\'{\i}}a Vega and
Yoan Guti{\'{e}}rrez and
Arturo Montejo{-}R{\'{a}}ez and
Andr{\'{e}}s Montoyo and
Rafael Mu{\~{n}}oz and
Alejandro Piad{-}Morffis and
Julio Villena{-}Rom{\'{a}}n},
title = {SCI\({}^{\mbox{2}}\)S at {TASS} 2018: Emotion Classification with
Recurrent Neural Networks},
booktitle = {Proceedings of {TASS} 2018: Workshop on Semantic Analysis at SEPLN,
TASS@SEPLN 2018, co-located with 34nd {SEPLN} Conference {(SEPLN}
2018), Sevilla, Spain, September 18th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2172},
pages = {117--123},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2172/p14\_sci2s\_tass2018.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:58 +0100},
biburl = {https://dblp.org/rec/conf/sepln/BarrosoMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/caepia/2018,
editor = {Francisco Herrera and
Sergio Damas and
Rosana Montes and
Sergio Alonso and
Oscar Cord{\'{o}}n and
Antonio Gonz{\'{a}}lez and
Alicia Troncoso},
title = {Advances in Artificial Intelligence - 18th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2018, Granada, Spain,
October 23-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11160},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6},
doi = {10.1007/978-3-030-00374-6},
isbn = {978-3-030-00373-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-01586,
author = {David Charte and
Francisco Charte and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A practical tutorial on autoencoders for nonlinear feature fusion:
Taxonomy, models, software and guidelines},
journal = {CoRR},
volume = {abs/1801.01586},
year = {2018},
url = {http://arxiv.org/abs/1801.01586},
eprinttype = {arXiv},
eprint = {1801.01586},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-01586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03568,
author = {Francisco Charte and
Antonio J. Rivera and
David Charte and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Tips, guidelines and tools for managing multi-label datasets: the
mldr.datasets {R} package and the Cometa data repository},
journal = {CoRR},
volume = {abs/1802.03568},
year = {2018},
url = {http://arxiv.org/abs/1802.03568},
eprinttype = {arXiv},
eprint = {1802.03568},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03568.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05031,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Tackling Multilabel Imbalance through Label Decoupling and Data Resampling
Hybridization},
journal = {CoRR},
volume = {abs/1802.05031},
year = {2018},
url = {http://arxiv.org/abs/1802.05031},
eprinttype = {arXiv},
eprint = {1802.05031},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05033,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Dealing with Difficult Minority Labels in Imbalanced Mutilabel Data
Sets},
journal = {CoRR},
volume = {abs/1802.05033},
year = {2018},
url = {http://arxiv.org/abs/1802.05033},
eprinttype = {arXiv},
eprint = {1802.05033},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00516,
author = {Anabel G{\'{o}}mez{-}R{\'{\i}}os and
Siham Tabik and
Juli{\'{a}}n Luengo and
A. S. M. Shihavuddin and
Bartosz Krawczyk and
Francisco Herrera},
title = {Towards Highly Accurate Coral Texture Images Classification Using
Deep Convolutional Neural Networks and Data Augmentation},
journal = {CoRR},
volume = {abs/1804.00516},
year = {2018},
url = {http://arxiv.org/abs/1804.00516},
eprinttype = {arXiv},
eprint = {1804.00516},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05774,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Ning Xiong and
Francisco Herrera},
title = {{BELIEF:} {A} distance-based redundancy-proof feature selection method
for Big Data},
journal = {CoRR},
volume = {abs/1804.05774},
year = {2018},
url = {http://arxiv.org/abs/1804.05774},
eprinttype = {arXiv},
eprint = {1804.05774},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-06021,
author = {Alejandro Alcalde{-}Barros and
Diego Garc{\'{\i}}a{-}Gil and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{DPASF:} {A} Flink Library for Streaming Data preprocessing},
journal = {CoRR},
volume = {abs/1810.06021},
year = {2018},
url = {http://arxiv.org/abs/1810.06021},
eprinttype = {arXiv},
eprint = {1810.06021},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-06021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09733,
author = {M. Cristina Heredia{-}G{\'{o}}mez and
Salvador Garc{\'{\i}}a and
Pedro Antonio Guti{\'{e}}rrez and
Francisco Herrera},
title = {{OCAPIS:} {R} package for Ordinal Classification And Preprocessing
In Scala},
journal = {CoRR},
volume = {abs/1810.09733},
year = {2018},
url = {http://arxiv.org/abs/1810.09733},
eprinttype = {arXiv},
eprint = {1810.09733},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12044,
author = {David Charte and
Francisco Charte and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A snapshot on nonstandard supervised learning problems: taxonomy,
relationships and methods},
journal = {CoRR},
volume = {abs/1811.12044},
year = {2018},
url = {http://arxiv.org/abs/1811.12044},
eprinttype = {arXiv},
eprint = {1811.12044},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05944,
author = {Juan{-}Luis Su{\'{a}}rez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A Tutorial on Distance Metric Learning: Mathematical Foundations,
Algorithms and Software},
journal = {CoRR},
volume = {abs/1812.05944},
year = {2018},
url = {http://arxiv.org/abs/1812.05944},
eprinttype = {arXiv},
eprint = {1812.05944},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/FernandezRBH17,
author = {Alberto Fern{\'{a}}ndez and
Sara del R{\'{\i}}o and
Abdullah Bawakid and
Francisco Herrera},
title = {Fuzzy rule based classification systems for big data with MapReduce:
granularity analysis},
journal = {Adv. Data Anal. Classif.},
volume = {11},
number = {4},
pages = {711--730},
year = {2017},
url = {https://doi.org/10.1007/s11634-016-0260-z},
doi = {10.1007/S11634-016-0260-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/FernandezRBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ZhangLGH17,
author = {Zhongliang Zhang and
Xinggang Luo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Cost-Sensitive back-propagation neural networks with binarization
techniques in addressing multi-class problems and non-competent classifiers},
journal = {Appl. Soft Comput.},
volume = {56},
pages = {357--367},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.03.016},
doi = {10.1016/J.ASOC.2017.03.016},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ZhangLGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cartographica/SmithIH17,
author = {Derek A. Smith and
Alicia Ib{\'{a}}{\~{n}}ez and
Francisco Herrera},
title = {The Importance of Context: Assessing the Benefits and Limitations
of Participatory Mapping for Empowering Indigenous Communities in
the Comarca Ng{\"{a}}be-Bugl{\'{e}}, Panama},
journal = {Cartogr. Int. J. Geogr. Inf. Geovisualization},
volume = {52},
number = {1},
pages = {49--62},
year = {2017},
url = {https://doi.org/10.3138/cart.52.1.3574},
doi = {10.3138/CART.52.1.3574},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cartographica/SmithIH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/AcamporaSHH17,
author = {Giovanni Acampora and
Bruno Siciliano and
Hani Hagras and
Francisco Herrera},
title = {Conference Report on 2017 {IEEE} International Conference on Fuzzy
Systems {(FUZZ-IEEE} 2017) [Conference Reports]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {12},
number = {4},
pages = {6--8},
year = {2017},
url = {https://doi.org/10.1109/MCI.2017.2742841},
doi = {10.1109/MCI.2017.2742841},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/AcamporaSHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ValdiviaLH17,
author = {Ana Valdivia and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {Sentiment Analysis in TripAdvisor},
journal = {{IEEE} Intell. Syst.},
volume = {32},
number = {4},
pages = {72--77},
year = {2017},
url = {https://doi.org/10.1109/MIS.2017.3121555},
doi = {10.1109/MIS.2017.3121555},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/ValdiviaLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/TabikPHH17,
author = {Siham Tabik and
Daniel Peralta and
Andr{\'{e}}s Herrera{-}Poyatos and
Francisco Herrera},
title = {A snapshot of image pre-processing for convolutional neural networks:
case study of {MNIST}},
journal = {Int. J. Comput. Intell. Syst.},
volume = {10},
number = {1},
pages = {555--568},
year = {2017},
url = {https://doi.org/10.2991/ijcis.2017.10.1.38},
doi = {10.2991/IJCIS.2017.10.1.38},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/TabikPHH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/0001AAH17,
author = {Alberto Fern{\'{a}}ndez and
Abdulrahman H. Altalhi and
Saleh Alshomrani and
Francisco Herrera},
title = {Why Linguistic Fuzzy Rule Based Classification Systems perform well
in Big Data Applications?},
journal = {Int. J. Comput. Intell. Syst.},
volume = {10},
number = {1},
pages = {1211--1225},
year = {2017},
url = {https://doi.org/10.2991/ijcis.10.1.80},
doi = {10.2991/IJCIS.10.1.80},
timestamp = {Thu, 18 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/0001AAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/TrigueroGMGAL0J17,
author = {Isaac Triguero and
Sergio Gonz{\'{a}}lez and
Jose M. Moyano and
Salvador Garc{\'{\i}}a and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Juli{\'{a}}n Luengo and
Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Luciano S{\'{a}}nchez and
Francisco Herrera},
title = {{KEEL} 3.0: An Open Source Software for Multi-Stage Analysis in Data
Mining},
journal = {Int. J. Comput. Intell. Syst.},
volume = {10},
number = {1},
pages = {1238--1249},
year = {2017},
url = {https://doi.org/10.2991/ijcis.10.1.82},
doi = {10.2991/IJCIS.10.1.82},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/TrigueroGMGAL0J17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/GamezHP17,
author = {Jos{\'{e}} A. G{\'{a}}mez and
Francisco Herrera and
Jos{\'{e}} Miguel Puerta},
title = {Guest Editorial: Recent Trends in Intelligent Systems},
journal = {Int. J. Intell. Syst.},
volume = {32},
number = {2},
pages = {107--108},
year = {2017},
url = {https://doi.org/10.1002/int.21831},
doi = {10.1002/INT.21831},
timestamp = {Tue, 05 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/GamezHP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Ramirez-Gallego17,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Iago Lastra and
David Mart{\'{\i}}nez{-}Rego and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera and
Amparo Alonso{-}Betanzos},
title = {Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for
High-Dimensional Big Data},
journal = {Int. J. Intell. Syst.},
volume = {32},
number = {2},
pages = {134--152},
year = {2017},
url = {https://doi.org/10.1002/int.21833},
doi = {10.1002/INT.21833},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/Ramirez-Gallego17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/FernandezCJH17,
author = {Alberto Fern{\'{a}}ndez and
Crist{\'{o}}bal J. Carmona and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A Pareto-based Ensemble with Feature and Instance Selection for Learning
from Multi-Class Imbalanced Datasets},
journal = {Int. J. Neural Syst.},
volume = {27},
number = {6},
pages = {1750028:1--1750028:21},
year = {2017},
url = {https://doi.org/10.1142/S0129065717500289},
doi = {10.1142/S0129065717500289},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/FernandezCJH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Ramirez-Gallego17,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Bartosz Krawczyk and
Salvador Garc{\'{\i}}a and
Michal Wozniak and
Francisco Herrera},
title = {A survey on data preprocessing for data stream mining: Current status
and future directions},
journal = {Neurocomputing},
volume = {239},
pages = {39--57},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.01.078},
doi = {10.1016/J.NEUCOM.2017.01.078},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Ramirez-Gallego17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LiDHHM17,
author = {Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {Personalized individual semantics in computing with words for supporting
linguistic group decision making. An application on consensus reaching},
journal = {Inf. Fusion},
volume = {33},
pages = {29--40},
year = {2017},
url = {https://doi.org/10.1016/j.inffus.2016.04.005},
doi = {10.1016/J.INFFUS.2016.04.005},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/LiDHHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GalarFBBH17,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea and
Humberto Bustince and
Francisco Herrera},
title = {{NMC:} nearest matrix classification - {A} new combination model for
pruning One-vs-One ensembles by transforming the aggregation problem},
journal = {Inf. Fusion},
volume = {36},
pages = {26--51},
year = {2017},
url = {https://doi.org/10.1016/j.inffus.2016.11.004},
doi = {10.1016/J.INFFUS.2016.11.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GalarFBBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GouLXH17,
author = {Xunjie Gou and
Huchang Liao and
Zeshui Xu and
Francisco Herrera},
title = {Double hierarchy hesitant fuzzy linguistic term set and {MULTIMOORA}
method: {A} case of study to evaluate the implementation status of
haze controlling measures},
journal = {Inf. Fusion},
volume = {38},
pages = {22--34},
year = {2017},
url = {https://doi.org/10.1016/j.inffus.2017.02.008},
doi = {10.1016/J.INFFUS.2017.02.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GouLXH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DongDMH17,
author = {Yucheng Dong and
Zhaogang Ding and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {Managing consensus based on leadership in opinion dynamics},
journal = {Inf. Sci.},
volume = {397},
pages = {187--205},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.02.052},
doi = {10.1016/J.INS.2017.02.052},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DongDMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PeraltaGBH17,
author = {Daniel Peralta and
Salvador Garc{\'{\i}}a and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Minutiae-based fingerprint matching decomposition: Methodology for
big data frameworks},
journal = {Inf. Sci.},
volume = {408},
pages = {198--212},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.05.001},
doi = {10.1016/J.INS.2017.05.001},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/PeraltaGBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiaoJXXH17,
author = {Huchang Liao and
Lisheng Jiang and
Zeshui Xu and
Jiuping Xu and
Francisco Herrera},
title = {A linear programming method for multiple criteria decision making
with probabilistic linguistic information},
journal = {Inf. Sci.},
volume = {415},
pages = {341--355},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.06.035},
doi = {10.1016/J.INS.2017.06.035},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiaoJXXH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Alonso-Betanzos17,
author = {Amparo Alonso{-}Betanzos and
Jos{\'{e}} A. G{\'{a}}mez and
Francisco Herrera and
Jos{\'{e}} Miguel Puerta and
Jos{\'{e}} C. Riquelme},
title = {Volume, variety and velocity in Data Science},
journal = {Knowl. Based Syst.},
volume = {117},
pages = {1--2},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2016.11.005},
doi = {10.1016/J.KNOSYS.2016.11.005},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Alonso-Betanzos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MailloRTH17,
author = {Jes{\'{u}}s Maillo and
Sergio Ram{\'{\i}}rez{-}Gallego and
Isaac Triguero and
Francisco Herrera},
title = {kNN-IS: An Iterative Spark-based design of the k-Nearest Neighbors
classifier for big data},
journal = {Knowl. Based Syst.},
volume = {117},
pages = {3--15},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2016.06.012},
doi = {10.1016/J.KNOSYS.2016.06.012},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MailloRTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangLGTH17,
author = {Zhongliang Zhang and
Xinggang Luo and
Salvador Garc{\'{\i}}a and
Jiafu Tang and
Francisco Herrera},
title = {Exploring the effectiveness of dynamic ensemble selection in the one-versus-one
scheme},
journal = {Knowl. Based Syst.},
volume = {125},
pages = {53--63},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.03.026},
doi = {10.1016/J.KNOSYS.2017.03.026},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangLGTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PeraltaTGSBH17,
author = {Daniel Peralta and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Yvan Saeys and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Distributed incremental fingerprint identification with reduced database
penetration rate using a hierarchical classification based on feature
fusion and selection},
journal = {Knowl. Based Syst.},
volume = {126},
pages = {91--103},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.03.014},
doi = {10.1016/J.KNOSYS.2017.03.014},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/PeraltaTGSBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/GutierrezLBH17,
author = {Pablo David Guti{\'{e}}rrez and
Miguel Lastra and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {{SMOTE-GPU:} Big Data preprocessing on commodity hardware for imbalanced
classification},
journal = {Prog. Artif. Intell.},
volume = {6},
number = {4},
pages = {347--354},
year = {2017},
url = {https://doi.org/10.1007/s13748-017-0128-2},
doi = {10.1007/S13748-017-0128-2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/GutierrezLBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GonzalezGLFH17,
author = {Sergio Gonz{\'{a}}lez and
Salvador Garc{\'{\i}}a and
Marcelino L{\'{a}}zaro and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Francisco Herrera},
title = {Class Switching according to Nearest Enemy Distance for learning from
highly imbalanced data-sets},
journal = {Pattern Recognit.},
volume = {70},
pages = {12--24},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.04.028},
doi = {10.1016/J.PATCOG.2017.04.028},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/GonzalezGLFH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/GuiradoTACH17,
author = {Emilio Guirado and
Siham Tabik and
Domingo Alcaraz{-}Segura and
Javier Cabello and
Francisco Herrera},
title = {Deep-learning \emph{Versus} {OBIA} for Scattered Shrub Detection with
Google Earth Imagery: \emph{Ziziphus lotus} as Case Study},
journal = {Remote. Sens.},
volume = {9},
number = {12},
pages = {1220},
year = {2017},
url = {https://doi.org/10.3390/rs9121220},
doi = {10.3390/RS9121220},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/GuiradoTACH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/MoralesLGLCH17,
author = {Pablo Morales{-}{\'{A}}lvarez and
Juli{\'{a}}n Luengo and
Lu{\'{\i}}s Paulo F. Garcia and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho and
Francisco Herrera},
title = {The NoiseFiltersR Package: Label Noise Preprocessing in {R}},
journal = {R J.},
volume = {9},
number = {1},
pages = {219},
year = {2017},
url = {https://doi.org/10.32614/rj-2017-027},
doi = {10.32614/RJ-2017-027},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rjour/MoralesLGLCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Garcia-Martinez17,
author = {Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Pablo David Guti{\'{e}}rrez and
Daniel Molina and
Manuel Lozano and
Francisco Herrera},
title = {Since {CEC} 2005 competition on real-parameter optimisation: a decade
of research, progress and comparative analysis's weakness},
journal = {Soft Comput.},
volume = {21},
number = {19},
pages = {5573--5583},
year = {2017},
url = {https://doi.org/10.1007/s00500-016-2471-9},
doi = {10.1007/S00500-016-2471-9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Garcia-Martinez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/Rosales-PerezGG17,
author = {Alejandro Rosales{-}P{\'{e}}rez and
Salvador Garc{\'{\i}}a and
Jesus A. Gonzalez and
Carlos A. Coello Coello and
Francisco Herrera},
title = {An Evolutionary Multiobjective Model and Instance Selection for Support
Vector Machines With Pareto-Based Ensembles},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {21},
number = {6},
pages = {863--877},
year = {2017},
url = {https://doi.org/10.1109/TEVC.2017.2688863},
doi = {10.1109/TEVC.2017.2688863},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/Rosales-PerezGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LuHZ17,
author = {Jie Lu and
Francisco Herrera and
Guangquan Zhang},
title = {Guest Editorial Special Section on Fuzzy Systems in Data Science},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {25},
number = {6},
pages = {1373--1375},
year = {2017},
url = {https://doi.org/10.1109/TFUZZ.2017.2770960},
doi = {10.1109/TFUZZ.2017.2770960},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/LuHZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Ramirez-Gallego17,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Bartosz Krawczyk and
Salvador Garc{\'{\i}}a and
Michal Wozniak and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Nearest Neighbor Classification for High-Speed Big Data Streams Using
Spark},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {47},
number = {10},
pages = {2727--2739},
year = {2017},
url = {https://doi.org/10.1109/TSMC.2017.2700889},
doi = {10.1109/TSMC.2017.2700889},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Ramirez-Gallego17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaMH17,
author = {Daniel Molina and
Francisco Moreno{-}Garcia and
Francisco Herrera},
title = {Analysis among winners of different {IEEE} {CEC} competitions on real-parameters
optimization: Is there always improvement?},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {805--812},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969392},
doi = {10.1109/CEC.2017.7969392},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/MolinaMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TrigueroGBH17,
author = {Isaac Triguero and
Mikel Galar and
Humberto Bustince and
Francisco Herrera},
title = {A first attempt on global evolutionary undersampling for imbalanced
big data},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {2054--2061},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969553},
doi = {10.1109/CEC.2017.7969553},
timestamp = {Sat, 30 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/TrigueroGBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/closer/Herrera17,
author = {Francisco Herrera},
editor = {Donald Ferguson and
V{\'{\i}}ctor M{\'{e}}ndez Mu{\~{n}}oz and
Jorge Cardoso and
Markus Helfert and
Claus Pahl},
title = {Big Data, Smart Data and Imbalanced Classification - Preprocessing,
Models and Challenges},
booktitle = {{CLOSER} 2017 - Proceedings of the 7th International Conference on
Cloud Computing and Services Science, Porto, Portugal, April 24-26,
2017},
pages = {7},
publisher = {SciTePress},
year = {2017},
timestamp = {Thu, 03 Feb 2022 09:27:48 +0100},
biburl = {https://dblp.org/rec/conf/closer/Herrera17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FernandezAH17,
author = {Alberto Fern{\'{a}}ndez and
Eva Almansa and
Francisco Herrera},
title = {Chi-Spark-RS: An Spark-built evolutionary fuzzy rule selection algorithm
in imbalanced classification for big data problems},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015520},
doi = {10.1109/FUZZ-IEEE.2017.8015520},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FernandezAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LiRHMD17,
author = {Cong{-}Cong Li and
Rosa M. Rodr{\'{\i}}guez and
Francisco Herrera and
Luis Mart{\'{\i}}nez and
Yucheng Dong},
title = {A consistency-driven approach to set personalized numerical scales
for hesitant fuzzy linguistic preference relations},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015754},
doi = {10.1109/FUZZ-IEEE.2017.8015754},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LiRHMD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/MailloLGHT17,
author = {Jes{\'{u}}s Maillo and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Isaac Triguero},
title = {Exact fuzzy k-nearest neighbor classification for big datasets},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015686},
doi = {10.1109/FUZZ-IEEE.2017.8015686},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/MailloLGHT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/MontesSVH17,
author = {Rosana Montes and
Ana M. S{\'{a}}nchez and
Pedro Villar and
Francisco Herrera},
title = {A decision making model to evaluate the reputation in social networks
using {HFLTS}},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015519},
doi = {10.1109/FUZZ-IEEE.2017.8015519},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/MontesSVH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/PratiCH17,
author = {Ronaldo C. Prati and
Francisco Charte and
Francisco Herrera},
title = {A first approach towards a fuzzy decision tree for multilabel classification},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015521},
doi = {10.1109/FUZZ-IEEE.2017.8015521},
timestamp = {Tue, 29 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/PratiCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ValdiviaLH17,
author = {Ana Valdivia and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
title = {Neutrality in the sentiment analysis problem based on fuzzy majority},
booktitle = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2017, Naples, Italy, July 9-12, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015751},
doi = {10.1109/FUZZ-IEEE.2017.8015751},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ValdiviaLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/ValdiviaLH17,
author = {Ana Valdivia and
Mar{\'{\i}}a Victoria Luz{\'{o}}n and
Francisco Herrera},
editor = {Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Rub{\'{e}}n Urraca and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Sentiment Analysis on TripAdvisor: Are There Inconsistencies in User
Reviews?},
booktitle = {Hybrid Artificial Intelligent Systems - 12th International Conference,
{HAIS} 2017, La Rioja, Spain, June 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {15--25},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59650-1\_2},
doi = {10.1007/978-3-319-59650-1\_2},
timestamp = {Fri, 25 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/ValdiviaLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/RodriguezFPH17,
author = {Miguel {\'{A}}ngel Rodr{\'{\i}}guez and
Alberto Fern{\'{a}}ndez and
Antonio Peregr{\'{\i}}n and
Francisco Herrera},
editor = {Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Rub{\'{e}}n Urraca and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Review of Distributed Data Models for Learning},
booktitle = {Hybrid Artificial Intelligent Systems - 12th International Conference,
{HAIS} 2017, La Rioja, Spain, June 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {88--97},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59650-1\_8},
doi = {10.1007/978-3-319-59650-1\_8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/RodriguezFPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Gomez-RiosLH17,
author = {Anabel G{\'{o}}mez{-}R{\'{\i}}os and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Rub{\'{e}}n Urraca and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost,
{GBM} and XGBoost},
booktitle = {Hybrid Artificial Intelligent Systems - 12th International Conference,
{HAIS} 2017, La Rioja, Spain, June 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {268--280},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59650-1\_23},
doi = {10.1007/978-3-319-59650-1\_23},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Gomez-RiosLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CarrascoGRH17,
author = {Jacinto Carrasco and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a del Mar Rueda and
Francisco Herrera},
editor = {Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Rub{\'{e}}n Urraca and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {rNPBST: An {R} Package Covering Non-parametric and Bayesian Statistical
Tests},
booktitle = {Hybrid Artificial Intelligent Systems - 12th International Conference,
{HAIS} 2017, La Rioja, Spain, June 21-23, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10334},
pages = {281--292},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59650-1\_24},
doi = {10.1007/978-3-319-59650-1\_24},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/CarrascoGRH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/MustaficHXR17,
author = {Faruk Mustafic and
Francisco Herrera and
Ning Xiong and
Sergio Ram{\'{\i}}rez{-}Gallego},
editor = {Yong Liu and
Liang Zhao and
Guoyong Cai and
Guoqing Xiao and
Kenli Li and
Lipo Wang},
title = {MapReduce distributed highly random fuzzy forest for noisy big data},
booktitle = {13th International Conference on Natural Computation, Fuzzy Systems
and Knowledge Discovery, {ICNC-FSKD} 2017, Guilin, China, July 29-31,
2017},
pages = {560--567},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/FSKD.2017.8393331},
doi = {10.1109/FSKD.2017.8393331},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icnc/MustaficHXR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Herrera-Poyatos17,
author = {Andr{\'{e}}s Herrera{-}Poyatos and
Francisco Herrera},
title = {Genetic and Memetic Algorithm with Diversity Equilibrium based on
Greedy Diversification},
journal = {CoRR},
volume = {abs/1702.03594},
year = {2017},
url = {http://arxiv.org/abs/1702.03594},
eprinttype = {arXiv},
eprint = {1702.03594},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Herrera-Poyatos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OlmosTH17,
author = {Roberto Olmos and
Siham Tabik and
Francisco Herrera},
title = {Automatic Handgun Detection Alarm in Videos Using Deep Learning},
journal = {CoRR},
volume = {abs/1702.05147},
year = {2017},
url = {http://arxiv.org/abs/1702.05147},
eprinttype = {arXiv},
eprint = {1702.05147},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OlmosTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PeraltaTGSBH17,
author = {Daniel Peralta and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Yvan Saeys and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Fingerprint classification with a new deep neural network model: robustness
for different captures of the same fingerprints},
journal = {CoRR},
volume = {abs/1703.07270},
year = {2017},
url = {http://arxiv.org/abs/1703.07270},
eprinttype = {arXiv},
eprint = {1703.07270},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PeraltaTGSBH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Garcia-GilLGH17,
author = {Diego Garc{\'{\i}}a{-}Gil and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Enabling Smart Data: Noise filtering in Big Data classification},
journal = {CoRR},
volume = {abs/1704.01770},
year = {2017},
url = {http://arxiv.org/abs/1704.01770},
eprinttype = {arXiv},
eprint = {1704.01770},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Garcia-GilLGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuiradoTACH17,
author = {Emilio Guirado and
Siham Tabik and
Domingo Alcaraz{-}Segura and
Javier Cabello and
Francisco Herrera},
title = {Deep-Learning Convolutional Neural Networks for scattered shrub detection
with Google Earth Imagery},
journal = {CoRR},
volume = {abs/1706.00917},
year = {2017},
url = {http://arxiv.org/abs/1706.00917},
eprinttype = {arXiv},
eprint = {1706.00917},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuiradoTACH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/HerreraCRJ16,
author = {Francisco Herrera and
Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
title = {Multilabel Classification - Problem Analysis, Metrics and Techniques},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41111-8},
doi = {10.1007/978-3-319-41111-8},
isbn = {978-3-319-41110-1},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/HerreraCRJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/HerreraVBCZSV16,
author = {Francisco Herrera and
Sebasti{\'{a}}n Ventura and
Rafael Bello and
Chris Cornelis and
Amelia Zafra and
D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Sarah Vluymans},
title = {Multiple Instance Learning - Foundations and Algorithms},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-47759-6},
doi = {10.1007/978-3-319-47759-6},
isbn = {978-3-319-47758-9},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/HerreraVBCZSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VerbiestDCGH16,
author = {Nele Verbiest and
Joaqu{\'{\i}}n Derrac and
Chris Cornelis and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Evolutionary wrapper approaches for training set selection as preprocessing
mechanism for support vector machines: Experimental evaluation and
support vector analysis},
journal = {Appl. Soft Comput.},
volume = {38},
pages = {10--22},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2015.09.006},
doi = {10.1016/J.ASOC.2015.09.006},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/VerbiestDCGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/KrawczykGJH16,
author = {Bartosz Krawczyk and
Mikel Galar and
Lukasz Jelen and
Francisco Herrera},
title = {Evolutionary undersampling boosting for imbalanced classification
of breast cancer malignancy},
journal = {Appl. Soft Comput.},
volume = {38},
pages = {714--726},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2015.08.060},
doi = {10.1016/J.ASOC.2015.08.060},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/KrawczykGJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/RamentolGLBCCH16,
author = {Enislay Ramentol and
I. Gondres and
S. Lajes and
Rafael Bello and
Yaile Caballero and
Chris Cornelis and
Francisco Herrera},
title = {Fuzzy-rough imbalanced learning for the diagnosis of High Voltage
Circuit Breaker maintenance: The {SMOTE-FRST-2T} algorithm},
journal = {Eng. Appl. Artif. Intell.},
volume = {48},
pages = {134--139},
year = {2016},
url = {https://doi.org/10.1016/j.engappai.2015.10.009},
doi = {10.1016/J.ENGAPPAI.2015.10.009},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/RamentolGLBCCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/FernandezEGSABH16,
author = {Alberto Fern{\'{a}}ndez and
Mikel Elkano and
Mikel Galar and
Jos{\'{e}} Antonio Sanz and
Saleh Alshomrani and
Humberto Bustince and
Francisco Herrera},
title = {Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based
relative competence weighting with truncated confidences {(DRCW-TC)}},
journal = {Int. J. Approx. Reason.},
volume = {73},
pages = {108--122},
year = {2016},
url = {https://doi.org/10.1016/j.ijar.2016.02.005},
doi = {10.1016/J.IJAR.2016.02.005},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/FernandezEGSABH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/0001CJH16,
author = {Alberto Fern{\'{a}}ndez and
Crist{\'{o}}bal J. Carmona and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A View on Fuzzy Systems for Big Data: Progress and Opportunities},
journal = {Int. J. Comput. Intell. Syst.},
volume = {9},
number = {sup1},
pages = {69--80},
year = {2016},
url = {https://doi.org/10.1080/18756891.2016.1180820},
doi = {10.1080/18756891.2016.1180820},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/0001CJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SaezLH16,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Evaluating the classifier behavior with noisy data considering performance
and robustness: The Equalized Loss of Accuracy measure},
journal = {Neurocomputing},
volume = {176},
pages = {26--35},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2014.11.086},
doi = {10.1016/J.NEUCOM.2014.11.086},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SaezLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/SaezGLH16,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Mikel Galar and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {{INFFC:} An iterative class noise filter based on the fusion of classifiers
with noise sensitivity control},
journal = {Inf. Fusion},
volume = {27},
pages = {19--32},
year = {2016},
url = {https://doi.org/10.1016/j.inffus.2015.04.002},
doi = {10.1016/J.INFFUS.2015.04.002},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/SaezGLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/RodriguezBBDFKM16,
author = {Rosa M. Rodr{\'{\i}}guez and
Benjam{\'{\i}}n R. C. Bedregal and
Humberto Bustince and
Yucheng Dong and
Bahram Farhadinia and
Cengiz Kahraman and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Vicen{\c{c}} Torra and
Y. J. Xu and
Zeshui Xu and
Francisco Herrera},
title = {A position and perspective analysis of hesitant fuzzy sets on information
fusion in decision making. Towards high quality progress},
journal = {Inf. Fusion},
volume = {29},
pages = {89--97},
year = {2016},
url = {https://doi.org/10.1016/j.inffus.2015.11.004},
doi = {10.1016/J.INFFUS.2015.11.004},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/RodriguezBBDFKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/PeraltaTGHB16,
author = {Daniel Peralta and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {{DPD-DFF:} {A} dual phase distributed scheme with double fingerprint
fusion for fast and accurate identification in large databases},
journal = {Inf. Fusion},
volume = {32},
pages = {40--51},
year = {2016},
url = {https://doi.org/10.1016/j.inffus.2016.03.002},
doi = {10.1016/J.INFFUS.2016.03.002},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/PeraltaTGHB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/XuHW16,
author = {Yejun Xu and
Francisco Herrera and
Huimin Wang},
title = {A distance-based framework to deal with ordinal and additive inconsistencies
for fuzzy reciprocal preference relations},
journal = {Inf. Sci.},
volume = {328},
pages = {189--205},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.08.034},
doi = {10.1016/J.INS.2015.08.034},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/XuHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DerracCGH16,
author = {Joaqu{\'{\i}}n Derrac and
Francisco Chiclana and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued
fuzzy sets},
journal = {Inf. Sci.},
volume = {329},
pages = {144--163},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.09.007},
doi = {10.1016/J.INS.2015.09.007},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DerracCGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GalarFBBH16,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea and
Humberto Bustince and
Francisco Herrera},
title = {Ordering-based pruning for improving the performance of ensembles
of classifiers in the framework of imbalanced datasets},
journal = {Inf. Sci.},
volume = {354},
pages = {178--196},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.02.056},
doi = {10.1016/J.INS.2016.02.056},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GalarFBBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MartinARH16,
author = {Diana Mart{\'{\i}}n and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Alejandro Rosete and
Francisco Herrera},
title = {{NICGAR:} {A} Niching Genetic Algorithm to mine a diverse set of interesting
quantitative association rules},
journal = {Inf. Sci.},
volume = {355-356},
pages = {208--228},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.03.039},
doi = {10.1016/J.INS.2016.03.039},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/MartinARH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DongLH16,
author = {Yucheng Dong and
Cong{-}Cong Li and
Francisco Herrera},
title = {Connecting the linguistic hierarchy and the numerical scale for the
2-tuple linguistic model and its use to deal with hesitant unbalanced
linguistic information},
journal = {Inf. Sci.},
volume = {367-368},
pages = {259--278},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.06.003},
doi = {10.1016/J.INS.2016.06.003},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/DongLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LacroixMH16,
author = {Benjamin Lacroix and
Daniel Molina and
Francisco Herrera},
title = {Region-based memetic algorithm with archive for multimodal optimisation},
journal = {Inf. Sci.},
volume = {367-368},
pages = {719--746},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.05.049},
doi = {10.1016/J.INS.2016.05.049},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LacroixMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GutierrezLBBH16,
author = {Pablo David Guti{\'{e}}rrez and
Miguel Lastra and
Jaume Bacardit and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {GPU-SME-kNN: Scalable and memory efficient kNN and lazy learning using
GPUs},
journal = {Inf. Sci.},
volume = {373},
pages = {165--182},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.08.089},
doi = {10.1016/J.INS.2016.08.089},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GutierrezLBBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GarciaLH16,
author = {Salvador Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Tutorial on practical tips of the most influential data preprocessing
algorithms in data mining},
journal = {Knowl. Based Syst.},
volume = {98},
pages = {1--29},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2015.12.006},
doi = {10.1016/J.KNOSYS.2015.12.006},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GarciaLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XuCRHW16,
author = {Yejun Xu and
Lei Chen and
Rosa M. Rodr{\'{\i}}guez and
Francisco Herrera and
Huimin Wang},
title = {Deriving the priority weights from incomplete hesitant fuzzy preference
relations in group decision making},
journal = {Knowl. Based Syst.},
volume = {99},
pages = {71--78},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.01.047},
doi = {10.1016/J.KNOSYS.2016.01.047},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/XuCRHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangKGRH16,
author = {Zhongliang Zhang and
Bartosz Krawczyk and
Salvador Garc{\'{\i}}a and
Alejandro Rosales{-}P{\'{e}}rez and
Francisco Herrera},
title = {Empowering one-vs-one decomposition with ensemble learning for multi-class
imbalanced data},
journal = {Knowl. Based Syst.},
volume = {106},
pages = {251--263},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.05.048},
doi = {10.1016/J.KNOSYS.2016.05.048},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangKGRH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/VluymansTSCH16,
author = {Sarah Vluymans and
D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Yvan Saeys and
Chris Cornelis and
Francisco Herrera},
title = {Fuzzy rough classifiers for class imbalanced multi-instance data},
journal = {Pattern Recognit.},
volume = {53},
pages = {36--45},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2015.12.002},
doi = {10.1016/J.PATCOG.2015.12.002},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/VluymansTSCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Ramirez-Gallego16,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Multivariate Discretization Based on Evolutionary Cut Points Selection
for Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {3},
pages = {595--608},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2410143},
doi = {10.1109/TCYB.2015.2410143},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/Ramirez-Gallego16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/BustinceBPFXBMH16,
author = {Humberto Bustince and
Edurne Barrenechea and
Miguel Pagola and
Javier Fern{\'{a}}ndez and
Zeshui Xu and
Benjam{\'{\i}}n R. C. Bedregal and
Javier Montero and
Hani Hagras and
Francisco Herrera and
Bernard De Baets},
title = {A Historical Account of Types of Fuzzy Sets and Their Relationships},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {24},
number = {1},
pages = {179--194},
year = {2016},
url = {https://doi.org/10.1109/TFUZZ.2015.2451692},
doi = {10.1109/TFUZZ.2015.2451692},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/BustinceBPFXBMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/MendelHBH16,
author = {Jerry M. Mendel and
Hani Hagras and
Humberto Bustince and
Francisco Herrera},
title = {Comments on "Interval Type-2 Fuzzy Sets are Generalization of
Interval-Valued Fuzzy Sets: Towards a Wide View on Their Relationship"},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {24},
number = {1},
pages = {249--250},
year = {2016},
url = {https://doi.org/10.1109/TFUZZ.2015.2446508},
doi = {10.1109/TFUZZ.2015.2446508},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/MendelHBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/VluymansTSCH16,
author = {Sarah Vluymans and
D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Yvan Saeys and
Chris Cornelis and
Francisco Herrera},
title = {Fuzzy Multi-Instance Classifiers},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {24},
number = {6},
pages = {1395--1409},
year = {2016},
url = {https://doi.org/10.1109/TFUZZ.2016.2516582},
doi = {10.1109/TFUZZ.2016.2516582},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/VluymansTSCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/YanLDH16,
author = {Zheng Yan and
Jun Liu and
Robert H. Deng and
Francisco Herrera},
title = {Editorial: Trust Management for Multimedia Big Data},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {12},
number = {4s},
pages = {57:1--57:2},
year = {2016},
url = {https://doi.org/10.1145/2978431},
doi = {10.1145/2978431},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tomccap/YanLDH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Ramirez-Gallego16,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
H{\'{e}}ctor Mouri{\~{n}}o{-}Tal{\'{\i}}n and
David Mart{\'{\i}}nez{-}Rego and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Data discretization: taxonomy and big data challenge},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {6},
number = {1},
pages = {5--21},
year = {2016},
url = {https://doi.org/10.1002/widm.1173},
doi = {10.1002/WIDM.1173},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Ramirez-Gallego16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/FernandezH16,
author = {Alberto Fern{\'{a}}ndez and
Francisco Herrera},
editor = {Tomasa Calvo S{\'{a}}nchez and
Joan Torrens{-}Sastre},
title = {Evolutionary Fuzzy Systems: {A} Case Study in Imbalanced Classification},
booktitle = {Fuzzy Logic and Information Fusion - To Commemorate the 70th Birthday
of Professor Gaspar Mayor},
series = {Studies in Fuzziness and Soft Computing},
volume = {339},
pages = {169--200},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-30421-2\_12},
doi = {10.1007/978-3-319-30421-2\_12},
timestamp = {Tue, 09 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birthday/FernandezH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TrigueroGMMBH16,
author = {Isaac Triguero and
Mikel Galar and
D. Merino and
Jes{\'{u}}s Maillo and
Humberto Bustince and
Francisco Herrera},
title = {Evolutionary undersampling for extremely imbalanced big data classification
under apache spark},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {640--647},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7743853},
doi = {10.1109/CEC.2016.7743853},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TrigueroGMMBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Salcedo-SanzCMH16,
author = {Sancho Salcedo{-}Sanz and
Carlos Camacho{-}G{\'{o}}mez and
Daniel Molina and
Francisco Herrera},
title = {A coral reefs optimization algorithm with substrate layers and local
search for large scale global optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {3574--3581},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744242},
doi = {10.1109/CEC.2016.7744242},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/Salcedo-SanzCMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etfa/LeonZXH16,
author = {Miguel Le{\'{o}}n Ortiz and
Yigen Zenlander and
Ning Xiong and
Francisco Herrera},
title = {Designing optimal harmonic filters in power systems using greedy adaptive
Differential Evolution},
booktitle = {21st {IEEE} International Conference on Emerging Technologies and
Factory Automation, {ETFA} 2016, Berlin, Germany, September 6-9, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ETFA.2016.7733571},
doi = {10.1109/ETFA.2016.7733571},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/etfa/LeonZXH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LiDHM16,
author = {Cong{-}Cong Li and
Yucheng Dong and
Francisco Herrera and
Luis Mart{\'{\i}}nez},
title = {An optimization-based approach to estimate the range of consistency
in hesitant fuzzy linguistic preference relations},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {864--871},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737779},
doi = {10.1109/FUZZ-IEEE.2016.7737779},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LiDHM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/VillarMSH16,
author = {Pedro Villar and
Rosana Montes and
Ana Maria S{\'{a}}nchez and
Francisco Herrera},
title = {Fuzzy-Citation-KNN: {A} fuzzy nearest neighbor approach for multi-instance
classification},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {946--952},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737790},
doi = {10.1109/FUZZ-IEEE.2016.7737790},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VillarMSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FernandezRH16,
author = {Alberto Fern{\'{a}}ndez and
Sara del R{\'{\i}}o and
Francisco Herrera},
title = {A First Approach in Evolutionary Fuzzy Systems based on the lateral
tuning of the linguistic labels for Big Data classification},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {1437--1444},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737858},
doi = {10.1109/FUZZ-IEEE.2016.7737858},
timestamp = {Fri, 01 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FernandezRH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteCRJH16,
author = {Francisco Charte and
David Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {R Ultimate Multilabel Dataset Repository},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {487--499},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_41},
doi = {10.1007/978-3-319-32034-2\_41},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteCRJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteRJH16,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {On the Impact of Dataset Complexity and Sampling Strategy in Multilabel
Classifiers Performance},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {500--511},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_42},
doi = {10.1007/978-3-319-32034-2\_42},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteRJH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/GonzalezHG16,
author = {Sergio Gonz{\'{a}}lez and
Francisco Herrera and
Salvador Garc{\'{\i}}a},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Managing Monotonicity in Classification by a Pruned AdaBoost},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {512--523},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_43},
doi = {10.1007/978-3-319-32034-2\_43},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/GonzalezHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/AlvarezLH16,
author = {Pablo Morales{-}Alvarez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A First Study on the Use of Boosting for Class Noise Reparation},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {549--559},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_46},
doi = {10.1007/978-3-319-32034-2\_46},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/AlvarezLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ithings/TrigueroMLGH16,
author = {Isaac Triguero and
Jes{\'{u}}s Maillo and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Xingang Liu and
Tie Qiu and
Bin Guo and
Kaixuan Lu and
Zhaolong Ning and
Mianxiong Dong and
Yayong Li},
title = {From Big Data to Smart Data with the K-Nearest Neighbours Algorithm},
booktitle = {2016 {IEEE} International Conference on Internet of Things (iThings)
and {IEEE} Green Computing and Communications (GreenCom) and {IEEE}
Cyber, Physical and Social Computing (CPSCom) and {IEEE} Smart Data
(SmartData), Chengdu, China, December 15-18, 2016},
pages = {859--864},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2016.177},
doi = {10.1109/ITHINGS-GREENCOM-CPSCOM-SMARTDATA.2016.177},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ithings/TrigueroMLGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/RodriguezMHT16,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera and
Vicen{\c{c}} Torra},
editor = {Cengiz Kahraman and
Uzay Kaymak and
Adnan Yazici},
title = {A Review of Hesitant Fuzzy Sets: Quantitative and Qualitative Extensions},
booktitle = {Fuzzy Logic in Its 50th Year - New Developments, Directions and Challenges},
series = {Studies in Fuzziness and Soft Computing},
volume = {341},
pages = {109--128},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31093-0\_5},
doi = {10.1007/978-3-319-31093-0\_5},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/RodriguezMHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Ramirez-Gallego16,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
H{\'{e}}ctor Mouri{\~{n}}o{-}Tal{\'{\i}}n and
David Mart{\'{\i}}nez{-}Rego and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Amparo Alonso{-}Betanzos and
Francisco Herrera},
title = {An Information Theoretic Feature Selection Framework for Big Data
under Apache Spark},
journal = {CoRR},
volume = {abs/1610.04154},
year = {2016},
url = {http://arxiv.org/abs/1610.04154},
eprinttype = {arXiv},
eprint = {1610.04154},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Ramirez-Gallego16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/MartinezRH15,
author = {Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Rosa M. Rodr{\'{\i}}guez and
Francisco Herrera},
title = {The 2-tuple Linguistic Model - Computing with Words in Decision Making},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24714-4},
doi = {10.1007/978-3-319-24714-4},
isbn = {978-3-319-24712-0},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/MartinezRH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/isrl/2015-72,
author = {Salvador Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Data Preprocessing in Data Mining},
series = {Intelligent Systems Reference Library},
volume = {72},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-10247-4},
doi = {10.1007/978-3-319-10247-4},
isbn = {978-3-319-10246-7},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/isrl/2015-72.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MontesSVH15,
author = {Rosana Montes and
Ana M. S{\'{a}}nchez and
Pedro Villar and
Francisco Herrera},
title = {A web tool to support decision making in the housing market using
hesitant fuzzy linguistic term sets},
journal = {Appl. Soft Comput.},
volume = {35},
pages = {949--957},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.01.030},
doi = {10.1016/J.ASOC.2015.01.030},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MontesSVH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ElhagFBAH15,
author = {Salma Elhag and
Alberto Fern{\'{a}}ndez and
Abdullah Bawakid and
Saleh Alshomrani and
Francisco Herrera},
title = {On the combination of genetic fuzzy systems and pairwise learning
for improving detection rates on Intrusion Detection Systems},
journal = {Expert Syst. Appl.},
volume = {42},
number = {1},
pages = {193--202},
year = {2015},
url = {https://doi.org/10.1016/j.eswa.2014.08.002},
doi = {10.1016/J.ESWA.2014.08.002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ElhagFBAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/LopezRBH15,
author = {Victoria L{\'{o}}pez and
Sara del R{\'{\i}}o and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Cost-sensitive linguistic fuzzy rule based classification systems
under the MapReduce framework for imbalanced big data},
journal = {Fuzzy Sets Syst.},
volume = {258},
pages = {5--38},
year = {2015},
url = {https://doi.org/10.1016/j.fss.2014.01.015},
doi = {10.1016/J.FSS.2014.01.015},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/LopezRBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/RioLBH15,
author = {Sara del R{\'{\i}}o and
Victoria L{\'{o}}pez and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {A MapReduce Approach to Address Big Data Classification Problems Based
on the Fusion of Linguistic Fuzzy Rules},
journal = {Int. J. Comput. Intell. Syst.},
volume = {8},
number = {3},
pages = {422--437},
year = {2015},
url = {https://doi.org/10.1080/18756891.2015.1017377},
doi = {10.1080/18756891.2015.1017377},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/RioLBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/XiongMOH15,
author = {Ning Xiong and
Daniel Molina and
Miguel Le{\'{o}}n Ortiz and
Francisco Herrera},
title = {A Walk into Metaheuristics for Engineering Optimization: Principles,
Methods and Recent Trends},
journal = {Int. J. Comput. Intell. Syst.},
volume = {8},
number = {4},
pages = {606--636},
year = {2015},
url = {https://doi.org/10.1080/18756891.2015.1046324},
doi = {10.1080/18756891.2015.1046324},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/XiongMOH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TrigueroPBGH15,
author = {Isaac Triguero and
Daniel Peralta and
Jaume Bacardit and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{MRPR:} {A} MapReduce solution for prototype reduction in big data
classification},
journal = {Neurocomputing},
volume = {150},
pages = {331--345},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.04.078},
doi = {10.1016/J.NEUCOM.2014.04.078},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TrigueroPBGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CharteRJH15,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Addressing imbalance in multilabel classification: Measures and random
resampling algorithms},
journal = {Neurocomputing},
volume = {163},
pages = {3--16},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.08.091},
doi = {10.1016/J.NEUCOM.2014.08.091},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CharteRJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SaezLSH15,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Jerzy Stefanowski and
Francisco Herrera},
title = {{SMOTE-IPF:} Addressing the noisy and borderline examples problem
in imbalanced classification by a re-sampling method with filtering},
journal = {Inf. Sci.},
volume = {291},
pages = {184--203},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.08.051},
doi = {10.1016/J.INS.2014.08.051},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SaezLSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DongLH15,
author = {Yucheng Dong and
Cong{-}Cong Li and
Francisco Herrera},
title = {An optimization-based approach to adjusting unbalanced linguistic
preference relations to obtain a required consistency level},
journal = {Inf. Sci.},
volume = {292},
pages = {27--38},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.08.059},
doi = {10.1016/J.INS.2014.08.059},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DongLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DongCH15,
author = {Yucheng Dong and
Xia Chen and
Francisco Herrera},
title = {Minimizing adjusted simple terms in the consensus reaching process
with hesitant linguistic assessments in group decision making},
journal = {Inf. Sci.},
volume = {297},
pages = {95--117},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.11.011},
doi = {10.1016/J.INS.2014.11.011},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DongCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LastraCGBH15,
author = {Miguel Lastra and
Jes{\'{u}}s Caraba{\~{n}}o and
Pablo David Guti{\'{e}}rrez and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Fast fingerprint identification using GPUs},
journal = {Inf. Sci.},
volume = {301},
pages = {195--214},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.12.052},
doi = {10.1016/J.INS.2014.12.052},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LastraCGBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PeraltaGTPGBBBH15,
author = {Daniel Peralta and
Mikel Galar and
Isaac Triguero and
Daniel Paternain and
Salvador Garc{\'{\i}}a and
Edurne Barrenechea and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Humberto Bustince and
Francisco Herrera},
title = {A survey on fingerprint minutiae-based local matching for verification
and identification: Taxonomy and experimental evaluation},
journal = {Inf. Sci.},
volume = {315},
pages = {67--87},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2015.04.013},
doi = {10.1016/J.INS.2015.04.013},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/PeraltaGTPGBBBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LuengoH15,
author = {Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {An automatic extraction method of the domains of competence for learning
classifiers using data complexity measures},
journal = {Knowl. Inf. Syst.},
volume = {42},
number = {1},
pages = {147--180},
year = {2015},
url = {https://doi.org/10.1007/s10115-013-0700-4},
doi = {10.1007/S10115-013-0700-4},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LuengoH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TrigueroGH15,
author = {Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Self-labeled techniques for semi-supervised learning: taxonomy, software
and empirical study},
journal = {Knowl. Inf. Syst.},
volume = {42},
number = {2},
pages = {245--284},
year = {2015},
url = {https://doi.org/10.1007/s10115-013-0706-y},
doi = {10.1007/S10115-013-0706-Y},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/TrigueroGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AlshomraniBSFH15,
author = {Saleh Alshomrani and
Abdullah Bawakid and
Seong{-}O Shim and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {A proposal for evolutionary fuzzy systems using feature weighting:
Dealing with overlapping in imbalanced datasets},
journal = {Knowl. Based Syst.},
volume = {73},
pages = {1--17},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2014.09.002},
doi = {10.1016/J.KNOSYS.2014.09.002},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/AlshomraniBSFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FernandezLJH15,
author = {Alberto Fern{\'{a}}ndez and
Victoria L{\'{o}}pez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new
trends and challenges},
journal = {Knowl. Based Syst.},
volume = {80},
pages = {109--121},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.01.013},
doi = {10.1016/J.KNOSYS.2015.01.013},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/FernandezLJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GalarDPTPLGBPTS15,
author = {Mikel Galar and
Joaqu{\'{\i}}n Derrac and
Daniel Peralta and
Isaac Triguero and
Daniel Paternain and
Carlos Lopez{-}Molina and
Salvador Garc{\'{\i}}a and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Miguel Pagola and
Edurne Barrenechea Tartas and
Humberto Bustince Sola and
Francisco Herrera},
title = {A survey of fingerprint classification Part {I:} Taxonomies on feature
extraction methods and learning models},
journal = {Knowl. Based Syst.},
volume = {81},
pages = {76--97},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.02.008},
doi = {10.1016/J.KNOSYS.2015.02.008},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GalarDPTPLGBPTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GalarDPTPLGBPTS15a,
author = {Mikel Galar and
Joaqu{\'{\i}}n Derrac and
Daniel Peralta and
Isaac Triguero and
Daniel Paternain and
Carlos Lopez{-}Molina and
Salvador Garc{\'{\i}}a and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Miguel Pagola and
Edurne Barrenechea Tartas and
Humberto Bustince Sola and
Francisco Herrera},
title = {A survey of fingerprint classification Part {II:} Experimental analysis
and ensemble proposal},
journal = {Knowl. Based Syst.},
volume = {81},
pages = {98--116},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.02.015},
doi = {10.1016/J.KNOSYS.2015.02.015},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GalarDPTPLGBPTS15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TrigueroRLBBH15,
author = {Isaac Triguero and
Sara del R{\'{\i}}o and
Victoria L{\'{o}}pez and
Jaume Bacardit and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {{ROSEFW-RF:} The winner algorithm for the ECBDL'14 big data competition:
An extremely imbalanced big data bioinformatics problem},
journal = {Knowl. Based Syst.},
volume = {87},
pages = {69--79},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.05.027},
doi = {10.1016/J.KNOSYS.2015.05.027},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TrigueroRLBBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/CharteRJH15,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {{MLSMOTE:} Approaching imbalanced multilabel learning through synthetic
instance generation},
journal = {Knowl. Based Syst.},
volume = {89},
pages = {385--397},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.07.019},
doi = {10.1016/J.KNOSYS.2015.07.019},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/CharteRJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GarciaSLLCH15,
author = {Lu{\'{\i}}s Paulo F. Garcia and
Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Ana Carolina Lorena and
Andr{\'{e}} C. P. L. F. de Carvalho and
Francisco Herrera},
title = {Using the One-vs-One decomposition to improve the performance of class
noise filters via an aggregation strategy in multi-class classification
problems},
journal = {Knowl. Based Syst.},
volume = {90},
pages = {153--164},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.09.023},
doi = {10.1016/J.KNOSYS.2015.09.023},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/GarciaSLLCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/GonzalezHG15,
author = {Sergio Gonz{\'{a}}lez and
Francisco Herrera and
Salvador Garc{\'{\i}}a},
title = {Monotonic Random Forest with an Ensemble Pruning Mechanism based on
the Degree of Monotonicity},
journal = {New Gener. Comput.},
volume = {33},
number = {4},
pages = {367--388},
year = {2015},
url = {https://doi.org/10.1007/s00354-015-0402-4},
doi = {10.1007/S00354-015-0402-4},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/GonzalezHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GalarFBH15,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea and
Francisco Herrera},
title = {{DRCW-OVO:} Distance-based relative competence weighting combination
for One-vs-One strategy in multi-class problems},
journal = {Pattern Recognit.},
volume = {48},
number = {1},
pages = {28--42},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2014.07.023},
doi = {10.1016/J.PATCOG.2014.07.023},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GalarFBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/KrawczykWH15,
author = {Bartosz Krawczyk and
Michal Wozniak and
Francisco Herrera},
title = {On the usefulness of one-class classifier ensembles for decomposition
of multi-class problems},
journal = {Pattern Recognit.},
volume = {48},
number = {12},
pages = {3969--3982},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2015.06.001},
doi = {10.1016/J.PATCOG.2015.06.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/KrawczykWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/TrigueroGH15,
author = {Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{SEG-SSC:} {A} Framework Based on Synthetic Examples Generation for
Self-Labeled Semi-Supervised Classification},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {4},
pages = {622--634},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2332003},
doi = {10.1109/TCYB.2014.2332003},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/TrigueroGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SanzBHBH15,
author = {Jos{\'{e}} Antonio Sanz and
Dario Bernardo and
Francisco Herrera and
Humberto Bustince and
Hani Hagras},
title = {A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification
System for the Modeling and Prediction of Real-World Financial Applications
With Imbalanced Data},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {4},
pages = {973--990},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2014.2336263},
doi = {10.1109/TFUZZ.2014.2336263},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SanzBHBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ElkanoGSFTHB15,
author = {Mikel Elkano and
Mikel Galar and
Jos{\'{e}} Antonio Sanz and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea Tartas and
Francisco Herrera and
Humberto Bustince},
title = {Enhancing Multiclass Classification in {FARC-HD} Fuzzy Classifier:
On the Synergy Between {\textdollar}n{\textdollar}-Dimensional Overlap
Functions and Decomposition Strategies},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {5},
pages = {1562--1580},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2014.2370677},
doi = {10.1109/TFUZZ.2014.2370677},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/ElkanoGSFTHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/RamentolVVCBCH15,
author = {Enislay Ramentol and
Sarah Vluymans and
Nele Verbiest and
Yaile Caballero and
Rafael Bello and
Chris Cornelis and
Francisco Herrera},
title = {{IFROWANN:} Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest
Neighbor Classification},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {5},
pages = {1622--1637},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2014.2371472},
doi = {10.1109/TFUZZ.2014.2371472},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/RamentolVVCBCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SolaFHHPB15,
author = {Humberto Bustince Sola and
Javier Fern{\'{a}}ndez and
Hani Hagras and
Francisco Herrera and
Miguel Pagola and
Edurne Barrenechea},
title = {Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy
Sets: Toward a Wider View on Their Relationship},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {23},
number = {5},
pages = {1876--1882},
year = {2015},
url = {https://doi.org/10.1109/TFUZZ.2014.2362149},
doi = {10.1109/TFUZZ.2014.2362149},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SolaFHHPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/HerreraHM15,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez},
editor = {Luis Magdalena and
Jos{\'{e}} L. Verdegay and
Francesc Esteva},
title = {Computing with Words for Decision Making Versus Linguistic Decision
Making: {A} Reflection on both Scenarios},
booktitle = {Enric Trillas: {A} Passion for Fuzzy Sets - {A} Collection of Recent
Works on Fuzzy Logic},
series = {Studies in Fuzziness and Soft Computing},
volume = {322},
pages = {245--260},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16235-5\_19},
doi = {10.1007/978-3-319-16235-5\_19},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birthday/HerreraHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TrigueroGVCBHS15,
author = {Isaac Triguero and
Mikel Galar and
Sarah Vluymans and
Chris Cornelis and
Humberto Bustince and
Francisco Herrera and
Yvan Saeys},
title = {Evolutionary undersampling for imbalanced big data classification},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {715--722},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7256961},
doi = {10.1109/CEC.2015.7256961},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TrigueroGVCBHS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaH15,
author = {Daniel Molina and
Francisco Herrera},
title = {Iterative hybridization of {DE} with Local Search for the CEC'2015
special session on large scale global optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {1974--1978},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257127},
doi = {10.1109/CEC.2015.7257127},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MolinaH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cores/GalarFBBH15,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea and
Humberto Bustince and
Francisco Herrera},
editor = {Robert Burduk and
Konrad Jackowski and
Marek Kurzynski and
Michal Wozniak and
Andrzej Zolnierek},
title = {New Ordering-Based Pruning Metrics for Ensembles of Classifiers in
Imbalanced Datasets},
booktitle = {Proceedings of the 9th International Conference on Computer Recognition
Systems {CORES} 2015, Wroclaw, Poland, 25-27 May 2015},
series = {Advances in Intelligent Systems and Computing},
volume = {403},
pages = {3--15},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26227-7\_1},
doi = {10.1007/978-3-319-26227-7\_1},
timestamp = {Thu, 23 Sep 2021 11:48:02 +0200},
biburl = {https://dblp.org/rec/conf/cores/GalarFBBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cores/Ramirez-Gallego15,
author = {Sergio Ram{\'{\i}}rez{-}Gallego and
Salvador Garc{\'{\i}}a and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
editor = {Robert Burduk and
Konrad Jackowski and
Marek Kurzynski and
Michal Wozniak and
Andrzej Zolnierek},
title = {A Wrapper Evolutionary Approach for Supervised Multivariate Discretization:
{A} Case Study on Decision Trees},
booktitle = {Proceedings of the 9th International Conference on Computer Recognition
Systems {CORES} 2015, Wroclaw, Poland, 25-27 May 2015},
series = {Advances in Intelligent Systems and Computing},
volume = {403},
pages = {47--58},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26227-7\_5},
doi = {10.1007/978-3-319-26227-7\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cores/Ramirez-Gallego15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cores/VillarFH15,
author = {Pedro Villar and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
editor = {Robert Burduk and
Konrad Jackowski and
Marek Kurzynski and
Michal Wozniak and
Andrzej Zolnierek},
title = {On the Combination of Pairwise and Granularity Learning for Improving
Fuzzy Rule-Based Classification Systems: {GL-FARCHD-OVO}},
booktitle = {Proceedings of the 9th International Conference on Computer Recognition
Systems {CORES} 2015, Wroclaw, Poland, 25-27 May 2015},
series = {Advances in Intelligent Systems and Computing},
volume = {403},
pages = {135--146},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-26227-7\_13},
doi = {10.1007/978-3-319-26227-7\_13},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cores/VillarFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/LazaroHF15,
author = {Marcelino L{\'{a}}zaro and
Francisco Herrera and
An{\'{\i}}bal R. Figueiras{-}Vidal},
editor = {Lazaros S. Iliadis and
Chrisina Jayne},
title = {Classification of Binary Imbalanced Data Using {A} Bayesian Ensemble
of Bayesian Neural Networks},
booktitle = {Engineering Applications of Neural Networks - 16th International Conference,
{EANN} 2015, Rhodes, Greece, September 25-28, 2015, Proceedings},
series = {Communications in Computer and Information Science},
volume = {517},
pages = {304--314},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23983-5\_28},
doi = {10.1007/978-3-319-23983-5\_28},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/LazaroHF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocon/CharteRJH15,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {{QUINTA:} {A} question tagging assistant to improve the answering
ratio in electronic forums},
booktitle = {{IEEE} {EUROCON} 2015 - International Conference on Computer as a
Tool, Salamanca, Spain, September 8-11, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EUROCON.2015.7313677},
doi = {10.1109/EUROCON.2015.7313677},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurocon/CharteRJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/DerracCGH15,
author = {Joaqu{\'{\i}}n Derrac and
Francisco Chiclana and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Jos{\'{e}} Maria Alonso and
Humberto Bustince and
Marek Z. Reformat},
title = {An Interval Valued K-Nearest Neighbors Classifier},
booktitle = {2015 Conference of the International Fuzzy Systems Association and
the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15),
Gij{\'{o}}n, Spain., June 30, 2015},
publisher = {Atlantis Press},
year = {2015},
timestamp = {Thu, 06 Oct 2022 12:30:16 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/DerracCGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/FernandezGSBH15,
author = {Alberto Fern{\'{a}}ndez and
Mikel Galar and
Jos{\'{e}} Antonio Sanz and
Humberto Bustince and
Francisco Herrera},
editor = {Jos{\'{e}} Maria Alonso and
Humberto Bustince and
Marek Z. Reformat},
title = {Improving Pairwise Learning Classification in Fuzzy Rule Based Classification
Systems Using Dynamic Classifier Selection},
booktitle = {2015 Conference of the International Fuzzy Systems Association and
the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15),
Gij{\'{o}}n, Spain., June 30, 2015},
publisher = {Atlantis Press},
year = {2015},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/FernandezGSBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/Herrera15,
author = {Francisco Herrera},
editor = {Jos{\'{e}} Maria Alonso and
Humberto Bustince and
Marek Z. Reformat},
title = {A tour on big data classification: Selected Computational Intelligence
approaches},
booktitle = {2015 Conference of the International Fuzzy Systems Association and
the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15),
Gij{\'{o}}n, Spain., June 30, 2015},
publisher = {Atlantis Press},
year = {2015},
timestamp = {Mon, 23 Nov 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusflat/Herrera15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/FernandezGSBCH15,
author = {Alberto Fern{\'{a}}ndez and
Mikel Galar and
Jos{\'{e}} Antonio Sanz and
Humberto Bustince and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Adnan Yazici and
Nikhil R. Pal and
Uzay Kaymak and
Trevor Martin and
Hisao Ishibuchi and
Chin{-}Teng Lin and
Jo{\~{a}}o M. C. Sousa and
B{\"{u}}lent T{\"{u}}tmez},
title = {On the impact of Distance-based Relative Competence Weighting approach
in One-vs-One classification for Evolutionary Fuzzy Systems: {DRCW-FH-GBML}
algorithm},
booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2015, Istanbul, Turkey, August 2-5, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/FUZZ-IEEE.2015.7337875},
doi = {10.1109/FUZZ-IEEE.2015.7337875},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/FernandezGSBCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/RodriguezMH15,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
editor = {Adnan Yazici and
Nikhil R. Pal and
Uzay Kaymak and
Trevor Martin and
Hisao Ishibuchi and
Chin{-}Teng Lin and
Jo{\~{a}}o M. C. Sousa and
B{\"{u}}lent T{\"{u}}tmez},
title = {A linguistic 2-tuple multicriteria decision making model dealing with
hesitant linguistic information},
booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2015, Istanbul, Turkey, August 2-5, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/FUZZ-IEEE.2015.7338016},
doi = {10.1109/FUZZ-IEEE.2015.7338016},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/RodriguezMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/VillarFMSH15,
author = {Pedro Villar and
Alberto Fern{\'{a}}ndez and
Rosana Montes and
Ana Maria S{\'{a}}nchez and
Francisco Herrera},
editor = {Adnan Yazici and
Nikhil R. Pal and
Uzay Kaymak and
Trevor Martin and
Hisao Ishibuchi and
Chin{-}Teng Lin and
Jo{\~{a}}o M. C. Sousa and
B{\"{u}}lent T{\"{u}}tmez},
title = {Improving the {OVO} performance in Fuzzy Rule-Based Classification
Systems by the genetic learning of the granularity level},
booktitle = {2015 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2015, Istanbul, Turkey, August 2-5, 2015},
pages = {1--7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/FUZZ-IEEE.2015.7337966},
doi = {10.1109/FUZZ-IEEE.2015.7337966},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VillarFMSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteRJH15,
author = {Francisco Charte and
Antonio Jes{\'{u}}s Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Enrique Onieva and
Igor Santos and
Eneko Osaba and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Resampling Multilabel Datasets by Decoupling Highly Imbalanced Labels},
booktitle = {Hybrid Artificial Intelligent Systems - 10th International Conference,
{HAIS} 2015, Bilbao, Spain, June 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9121},
pages = {489--501},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19644-2\_41},
doi = {10.1007/978-3-319-19644-2\_41},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteRJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/FernandezJH15,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Konrad Jackowski and
Robert Burduk and
Krzysztof Walkowiak and
Michal Wozniak and
Hujun Yin},
title = {Addressing Overlapping in Classification with Imbalanced Datasets:
{A} First Multi-objective Approach for Feature and Instance Selection},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2015
- 16th International Conference Wroclaw, Poland, October 14-16, 2015,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9375},
pages = {36--44},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24834-9\_5},
doi = {10.1007/978-3-319-24834-9\_5},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/FernandezJH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/GonzalezHG15,
author = {Sergio Gonz{\'{a}}lez and
Francisco Herrera and
Salvador Garc{\'{\i}}a},
editor = {Konrad Jackowski and
Robert Burduk and
Krzysztof Walkowiak and
Michal Wozniak and
Hujun Yin},
title = {Managing Monotonicity in Classification by a Pruned Random Forest},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2015
- 16th International Conference Wroclaw, Poland, October 14-16, 2015,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9375},
pages = {53--60},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24834-9\_7},
doi = {10.1007/978-3-319-24834-9\_7},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/GonzalezHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/MailloTH15,
author = {Jes{\'{u}}s Maillo and
Isaac Triguero and
Francisco Herrera},
title = {A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification},
booktitle = {2015 {IEEE} TrustCom/BigDataSE/ISPA, Helsinki, Finland, August 20-22,
2015, Volume 2},
pages = {167--172},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/Trustcom.2015.577},
doi = {10.1109/TRUSTCOM.2015.577},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/MailloTH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/RioBH15,
author = {Sara del R{\'{\i}}o and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Analysis of Data Preprocessing Increasing the Oversampling Ratio for
Extremely Imbalanced Big Data Classification},
booktitle = {2015 {IEEE} TrustCom/BigDataSE/ISPA, Helsinki, Finland, August 20-22,
2015, Volume 2},
pages = {180--185},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/Trustcom.2015.579},
doi = {10.1109/TRUSTCOM.2015.579},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/trustcom/RioBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VerbiestRCH14,
author = {Nele Verbiest and
Enislay Ramentol and
Chris Cornelis and
Francisco Herrera},
title = {Preprocessing noisy imbalanced datasets using {SMOTE} enhanced with
fuzzy rough prototype selection},
journal = {Appl. Soft Comput.},
volume = {22},
pages = {511--517},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2014.05.023},
doi = {10.1016/J.ASOC.2014.05.023},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/VerbiestRCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FazzolariAH14,
author = {Michela Fazzolari and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {A multi-objective evolutionary method for learning granularities based
on fuzzy discretization to improve the accuracy-complexity trade-off
of fuzzy rule-based classification systems: {D-MOFARC} algorithm},
journal = {Appl. Soft Comput.},
volume = {24},
pages = {470--481},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2014.07.019},
doi = {10.1016/J.ASOC.2014.07.019},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/FazzolariAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/PeraltaGTMBH14,
author = {Daniel Peralta and
Mikel Galar and
Isaac Triguero and
Oscar Miguel{-}Hurtado and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Minutiae filtering to improve both efficacy and efficiency of fingerprint
matching algorithms},
journal = {Eng. Appl. Artif. Intell.},
volume = {32},
pages = {37--53},
year = {2014},
url = {https://doi.org/10.1016/j.engappai.2014.02.016},
doi = {10.1016/J.ENGAPPAI.2014.02.016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/PeraltaGTMBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HerreraMTX14,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Vicen{\c{c}} Torra and
Zeshui Xu},
title = {Hesitant Fuzzy Sets: An Emerging Tool in Decision Making},
journal = {Int. J. Intell. Syst.},
volume = {29},
number = {6},
pages = {493--494},
year = {2014},
url = {https://doi.org/10.1002/int.21653},
doi = {10.1002/INT.21653},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/HerreraMTX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/RodriguezMTXH14,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Vicen{\c{c}} Torra and
Zeshui Xu and
Francisco Herrera},
title = {Hesitant Fuzzy Sets: State of the Art and Future Directions},
journal = {Int. J. Intell. Syst.},
volume = {29},
number = {6},
pages = {495--524},
year = {2014},
url = {https://doi.org/10.1002/int.21654},
doi = {10.1002/INT.21654},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/RodriguezMTXH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijlt/FernandezPBH14,
author = {Alberto Fern{\'{a}}ndez and
Daniel Peralta and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {E-learning and educational data mining in cloud computing: an overview},
journal = {Int. J. Learn. Technol.},
volume = {9},
number = {1},
pages = {25--52},
year = {2014},
url = {https://doi.org/10.1504/IJLT.2014.062447},
doi = {10.1504/IJLT.2014.062447},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijlt/FernandezPBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LopezTCGH14,
author = {Victoria L{\'{o}}pez and
Isaac Triguero and
Crist{\'{o}}bal J. Carmona and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Addressing imbalanced classification with instance generation techniques:
{IPADE-ID}},
journal = {Neurocomputing},
volume = {126},
pages = {15--28},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.01.050},
doi = {10.1016/J.NEUCOM.2013.01.050},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LopezTCGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TrigueroSLGH14,
author = {Isaac Triguero and
Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {On the characterization of noise filters for self-training semi-supervised
in nearest neighbor classification},
journal = {Neurocomputing},
volume = {132},
pages = {30--41},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.05.055},
doi = {10.1016/J.NEUCOM.2013.05.055},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TrigueroSLGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/Herrera14,
author = {Francisco Herrera},
title = {Information Fusion: Greetings from the new Editor-in-Chief},
journal = {Inf. Fusion},
volume = {20},
pages = {1},
year = {2014},
url = {https://doi.org/10.1016/j.inffus.2014.04.001},
doi = {10.1016/J.INFFUS.2014.04.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/Herrera14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/PalomaresEMH14,
author = {Ivan Palomares and
Francisco Javier Estrella and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {Consensus under a fuzzy context: Taxonomy, analysis framework {AFRYCA}
and experimental case of study},
journal = {Inf. Fusion},
volume = {20},
pages = {252--271},
year = {2014},
url = {https://doi.org/10.1016/j.inffus.2014.03.002},
doi = {10.1016/J.INFFUS.2014.03.002},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/PalomaresEMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LopezFH14,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {On the importance of the validation technique for classification with
imbalanced datasets: Addressing covariate shift when data is skewed},
journal = {Inf. Sci.},
volume = {257},
pages = {1--13},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.09.038},
doi = {10.1016/J.INS.2013.09.038},
timestamp = {Fri, 01 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LopezFH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MartinRAH14,
author = {Diana Mart{\'{\i}}n Rodr{\'{\i}}guez and
Alejandro Rosete and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
title = {{QAR-CIP-NSGA-II:} {A} new multi-objective evolutionary algorithm
to mine quantitative association rules},
journal = {Inf. Sci.},
volume = {258},
pages = {1--28},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.09.009},
doi = {10.1016/J.INS.2013.09.009},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MartinRAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MartinezH14,
author = {Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {Challenges of computing with words in decision making},
journal = {Inf. Sci.},
volume = {258},
pages = {218--219},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.11.001},
doi = {10.1016/J.INS.2013.11.001},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MartinezH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DerracGH14,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis
and prospects},
journal = {Inf. Sci.},
volume = {260},
pages = {98--119},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.10.038},
doi = {10.1016/J.INS.2013.10.038},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DerracGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LacroixMH14,
author = {Benjamin Lacroix and
Daniel Molina and
Francisco Herrera},
title = {Region based memetic algorithm for real-parameter optimisation},
journal = {Inf. Sci.},
volume = {262},
pages = {15--31},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.11.032},
doi = {10.1016/J.INS.2013.11.032},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LacroixMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GalarFBH14,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea and
Francisco Herrera},
title = {Empowering difficult classes with a similarity-based aggregation in
multi-class classification problems},
journal = {Inf. Sci.},
volume = {264},
pages = {135--157},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2013.12.053},
doi = {10.1016/J.INS.2013.12.053},
timestamp = {Fri, 01 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GalarFBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GactoGAH14,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Marta Galende and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {METSK-HD\({}^{\mbox{e}}\): {A} multiobjective evolutionary algorithm
to learn accurate TSK-fuzzy systems in high-dimensional and large-scale
regression problems},
journal = {Inf. Sci.},
volume = {276},
pages = {63--79},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.02.047},
doi = {10.1016/J.INS.2014.02.047},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GactoGAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/EstrellaEHM14,
author = {Francisco Javier Estrella and
Macarena Espinilla and
Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {{FLINTSTONES:} {A} fuzzy linguistic decision tools enhancement suite
based on the 2-tuple linguistic model and extensions},
journal = {Inf. Sci.},
volume = {280},
pages = {152--170},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.04.049},
doi = {10.1016/J.INS.2014.04.049},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/EstrellaEHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Bolon-CanedoSABH14,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Noelia S{\'{a}}nchez{-}Maro{\~{n}}o and
Amparo Alonso{-}Betanzos and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {A review of microarray datasets and applied feature selection methods},
journal = {Inf. Sci.},
volume = {282},
pages = {111--135},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.05.042},
doi = {10.1016/J.INS.2014.05.042},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Bolon-CanedoSABH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/RioLBH14,
author = {Sara del R{\'{\i}}o and
Victoria L{\'{o}}pez and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {On the use of MapReduce for imbalanced big data using Random Forest},
journal = {Inf. Sci.},
volume = {285},
pages = {112--137},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.03.043},
doi = {10.1016/J.INS.2014.03.043},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/RioLBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/RizaJBCHSB14,
author = {Lala Septem Riza and
Andrzej Janusz and
Christoph Bergmeir and
Chris Cornelis and
Francisco Herrera and
Dominik Slezak and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Implementing algorithms of rough set theory and fuzzy rough set theory
in the {R} package "RoughSets"},
journal = {Inf. Sci.},
volume = {287},
pages = {68--89},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.07.029},
doi = {10.1016/J.INS.2014.07.029},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/RizaJBCHSB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DerracGHSH14,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Sheldon Hui and
Ponnuthurai Nagaratnam Suganthan and
Francisco Herrera},
title = {Analyzing convergence performance of evolutionary algorithms: {A}
statistical approach},
journal = {Inf. Sci.},
volume = {289},
pages = {41--58},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.06.009},
doi = {10.1016/J.INS.2014.06.009},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DerracGHSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/SaezGLH14,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Mikel Galar and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Analyzing the presence of noise in multi-class problems: alleviating
its influence with the One-vs-One decomposition},
journal = {Knowl. Inf. Syst.},
volume = {38},
number = {1},
pages = {179--206},
year = {2014},
url = {https://doi.org/10.1007/s10115-012-0570-1},
doi = {10.1007/S10115-012-0570-1},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/SaezGLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/PalomaresMH14,
author = {Ivan Palomares and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {{MENTOR:} {A} graphical monitoring tool of preferences evolution in
large-scale group decision making},
journal = {Knowl. Based Syst.},
volume = {58},
pages = {66--74},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2013.07.003},
doi = {10.1016/J.KNOSYS.2013.07.003},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/PalomaresMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TarragoCBH14,
author = {D{\'{a}}nel S{\'{a}}nchez Tarrag{\'{o}} and
Chris Cornelis and
Rafael Bello and
Francisco Herrera},
title = {A multi-instance learning wrapper based on the Rocchio classifier
for web index recommendation},
journal = {Knowl. Based Syst.},
volume = {59},
pages = {173--181},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2014.01.008},
doi = {10.1016/J.KNOSYS.2014.01.008},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TarragoCBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/GarciaDRH14,
author = {Salvador Garc{\'{\i}}a and
Joaqu{\'{\i}}n Derrac and
Sergio Ram{\'{\i}}rez{-}Gallego and
Francisco Herrera},
title = {On the statistical analysis of the parameters' trend in a machine
learning algorithm},
journal = {Prog. Artif. Intell.},
volume = {3},
number = {1},
pages = {51--53},
year = {2014},
url = {https://doi.org/10.1007/s13748-014-0043-8},
doi = {10.1007/S13748-014-0043-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pai/GarciaDRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/PeraltaTSHB14,
author = {Daniel Peralta and
Isaac Triguero and
Raul S{\'{a}}nchez{-}Reillo and
Francisco Herrera and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Fast fingerprint identification for large databases},
journal = {Pattern Recognit.},
volume = {47},
number = {2},
pages = {588--602},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2013.08.002},
doi = {10.1016/J.PATCOG.2013.08.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/PeraltaTSHB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SaezDLH14,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Joaqu{\'{\i}}n Derrac and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Statistical computation of feature weighting schemes through data
estimation for nearest neighbor classifiers},
journal = {Pattern Recognit.},
volume = {47},
number = {12},
pages = {3941--3948},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2014.06.012},
doi = {10.1016/J.PATCOG.2014.06.012},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SaezDLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/Robinson-GarciaTLH14,
author = {Nicol{\'{a}}s Robinson{-}Garc{\'{\i}}a and
Daniel Torres{-}Salinas and
Emilio Delgado L{\'{o}}pez{-}C{\'{o}}zar and
Francisco Herrera},
title = {An insight into the importance of national university rankings in
an international context: the case of the {I-UGR} rankings of Spanish
universities},
journal = {Scientometrics},
volume = {101},
number = {2},
pages = {1309--1324},
year = {2014},
url = {https://doi.org/10.1007/s11192-014-1263-1},
doi = {10.1007/S11192-014-1263-1},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/Robinson-GarciaTLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/RodriguezRAH14,
author = {Diana Mart{\'{\i}}n Rodr{\'{\i}}guez and
Alejandro Rosete and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
title = {A New Multiobjective Evolutionary Algorithm for Mining a Reduced Set
of Interesting Positive and Negative Quantitative Association Rules},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {18},
number = {1},
pages = {54--69},
year = {2014},
url = {https://doi.org/10.1109/TEVC.2013.2285016},
doi = {10.1109/TEVC.2013.2285016},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/RodriguezRAH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/PalomaresMH14,
author = {Ivan Palomares and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {A Consensus Model to Detect and Manage Noncooperative Behaviors in
Large-Scale Group Decision Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {22},
number = {3},
pages = {516--530},
year = {2014},
url = {https://doi.org/10.1109/TFUZZ.2013.2262769},
doi = {10.1109/TFUZZ.2013.2262769},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/PalomaresMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/GutierrezLHB14,
author = {Pablo David Guti{\'{e}}rrez and
Miguel Lastra and
Francisco Herrera and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {A High Performance Fingerprint Matching System for Large Databases
Based on {GPU}},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {9},
number = {1},
pages = {62--71},
year = {2014},
url = {https://doi.org/10.1109/TIFS.2013.2291220},
doi = {10.1109/TIFS.2013.2291220},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/GutierrezLHB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CharteRJH14,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {{LI-MLC:} {A} Label Inference Methodology for Addressing High Dimensionality
in the Label Space for Multilabel Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {10},
pages = {1842--1854},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2013.2296501},
doi = {10.1109/TNNLS.2013.2296501},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/CharteRJH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/CarmonaGJH14,
author = {Crist{\'{o}}bal J. Carmona and
Pedro Gonz{\'{a}}lez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Overview on evolutionary subgroup discovery: analysis of the suitability
and potential of the search performed by evolutionary algorithms},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {2},
pages = {87--103},
year = {2014},
url = {https://doi.org/10.1002/widm.1118},
doi = {10.1002/WIDM.1118},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/CarmonaGJH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/FernandezRLBJBH14,
author = {Alberto Fern{\'{a}}ndez and
Sara del R{\'{\i}}o and
Victoria L{\'{o}}pez and
Abdullah Bawakid and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Big Data with Cloud Computing: an insight on the computing environment,
MapReduce, and programming frameworks},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {4},
number = {5},
pages = {380--409},
year = {2014},
url = {https://doi.org/10.1002/widm.1134},
doi = {10.1002/WIDM.1134},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/FernandezRLBJBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/KrawczykTGWH14,
author = {Bartosz Krawczyk and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Michal Wozniak and
Francisco Herrera},
title = {A first attempt on evolutionary prototype reduction for nearest neighbor
one-class classification},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {747--753},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900469},
doi = {10.1109/CEC.2014.6900469},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/KrawczykTGWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaLH14,
author = {Daniel Molina and
Benjamin Lacroix and
Francisco Herrera},
title = {Influence of regions on the memetic algorithm for the CEC'2014 Special
Session on Real-Parameter Single Objective Optimisation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {1633--1640},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900536},
doi = {10.1109/CEC.2014.6900536},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MolinaLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TrigueroPBGH14,
author = {Isaac Triguero and
Daniel Peralta and
Jaume Bacardit and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A combined MapReduce-windowing two-level parallel scheme for evolutionary
prototype generation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {3036--3043},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900490},
doi = {10.1109/CEC.2014.6900490},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TrigueroPBGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/KrawczykWH14,
author = {Bartosz Krawczyk and
Michal Wozniak and
Francisco Herrera},
title = {Weighted one-class classification for different types of minority
class examples in imbalanced data},
booktitle = {2014 {IEEE} Symposium on Computational Intelligence and Data Mining,
{CIDM} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {337--344},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIDM.2014.7008687},
doi = {10.1109/CIDM.2014.7008687},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidm/KrawczykWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/GalarTFH14,
author = {Mikel Galar and
Edurne Barrenechea Tartas and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Enhancing difficult classes in one-vs-one classifier fusion strategy
using restricted equivalence functions},
booktitle = {17th International Conference on Information Fusion, {FUSION} 2014,
Salamanca, Spain, July 7-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6916060/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/GalarTFH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/DongLH14,
author = {Yucheng Dong and
Cong{-}Cong Li and
Francisco Herrera},
title = {Connecting the numerical scale model to the unbalanced linguistic
term sets},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {455--462},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891607},
doi = {10.1109/FUZZ-IEEE.2014.6891607},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/DongLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/GalarSPSH14,
author = {Mikel Galar and
Jos{\'{e}} Antonio Sanz and
Miguel Pagola and
Humberto Bustince Sola and
Francisco Herrera},
title = {A preliminary study on fingerprint classification using fuzzy rule-based
classification systems},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {554--560},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891668},
doi = {10.1109/FUZZ-IEEE.2014.6891668},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/GalarSPSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LopezRBH14,
author = {Victoria L{\'{o}}pez and
Sara del R{\'{\i}}o and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {On the use of MapReduce to build linguistic fuzzy rule based classification
systems for big data},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {1905--1912},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891753},
doi = {10.1109/FUZZ-IEEE.2014.6891753},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LopezRBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/RizaBHB14,
author = {Lala Septem Riza and
Christoph Bergmeir and
Francisco Herrera and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Learning from data using the {R} package "FRBS"},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {2149--2155},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891650},
doi = {10.1109/FUZZ-IEEE.2014.6891650},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/RizaBHB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/VillarKSMH14,
author = {Pedro Villar and
Bartosz Krawczyk and
Ana M. S{\'{a}}nchez and
Rosana Montes and
Francisco Herrera},
title = {Designing a compact Genetic fuzzy rule-based system for one-class
classification},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {2163--2170},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891872},
doi = {10.1109/FUZZ-IEEE.2014.6891872},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VillarKSMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteRJH14,
author = {Francisco Charte and
Antonio Jes{\'{u}}s Rivera Rivas and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Marios M. Polycarpou and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jeng{-}Shyang Pan and
Michal Wozniak and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Concurrence among Imbalanced Labels and Its Influence on Multilabel
Resampling Algorithms},
booktitle = {Hybrid Artificial Intelligence Systems - 9th International Conference,
{HAIS} 2014, Salamanca, Spain, June 11-13, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8480},
pages = {110--121},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07617-1\_10},
doi = {10.1007/978-3-319-07617-1\_10},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteRJH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SaezDLH14,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Joaqu{\'{\i}}n Derrac and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Marios M. Polycarpou and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Jeng{-}Shyang Pan and
Michal Wozniak and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Improving the Behavior of the Nearest Neighbor Classifier against
Noisy Data with Feature Weighting Schemes},
booktitle = {Hybrid Artificial Intelligence Systems - 9th International Conference,
{HAIS} 2014, Salamanca, Spain, June 11-13, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8480},
pages = {597--606},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07617-1\_52},
doi = {10.1007/978-3-319-07617-1\_52},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaezDLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/CharteRJH14,
author = {Francisco Charte and
Antonio J. Rivera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Emilio Corchado and
Jos{\'{e}} Antonio Lozano and
H{\'{e}}ctor Quinti{\'{a}}n and
Hujun Yin},
title = {MLeNN: {A} First Approach to Heuristic Multilabel Undersampling},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2014
- 15th International Conference, Salamanca, Spain, September 10-12,
2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8669},
pages = {1--9},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10840-7\_1},
doi = {10.1007/978-3-319-10840-7\_1},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/ideal/CharteRJH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/SaezLSH14,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Jerzy Stefanowski and
Francisco Herrera},
editor = {Emilio Corchado and
Jos{\'{e}} Antonio Lozano and
H{\'{e}}ctor Quinti{\'{a}}n and
Hujun Yin},
title = {Managing Borderline and Noisy Examples in Imbalanced Classification
by Combining {SMOTE} with Ensemble Filtering},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2014
- 15th International Conference, Salamanca, Spain, September 10-12,
2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8669},
pages = {61--68},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10840-7\_8},
doi = {10.1007/978-3-319-10840-7\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/SaezLSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/ElkanoGSBHB14,
author = {Mikel Elkano and
Mikel Galar and
Jos{\'{e}} Antonio Sanz and
Edurne Barrenechea and
Francisco Herrera and
Humberto Bustince},
editor = {Anne Laurent and
Olivier Strauss and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Improving the Performance of {FARC-HD} in Multi-class Classification
Problems Using the One-Versus-One Strategy and an Adaptation of the
Inference System},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems - 15th International Conference, {IPMU} 2014, Montpellier,
France, July 15-19, 2014, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {444},
pages = {296--306},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08852-5\_31},
doi = {10.1007/978-3-319-08852-5\_31},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/ElkanoGSBHB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/RodriguezMH13,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {A group decision making model dealing with comparative linguistic
expressions based on hesitant fuzzy linguistic term sets},
journal = {Inf. Sci.},
volume = {241},
pages = {28--42},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.04.006},
doi = {10.1016/J.INS.2013.04.006},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/RodriguezMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SaezGLH13,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Mikel Galar and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Tackling the problem of classification with noisy data using Multiple
Classifier Systems: Analysis of the performance and robustness},
journal = {Inf. Sci.},
volume = {247},
pages = {1--20},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.06.002},
doi = {10.1016/J.INS.2013.06.002},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SaezGLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LopezFGPH13,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Vasile Palade and
Francisco Herrera},
title = {An insight into classification with imbalanced data: Empirical results
and current trends on using data intrinsic characteristics},
journal = {Inf. Sci.},
volume = {250},
pages = {113--141},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.07.007},
doi = {10.1016/J.INS.2013.07.007},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LopezFGPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/Torres-SalinasRJHL13,
author = {Daniel Torres{-}Salinas and
Nicol{\'{a}}s Robinson{-}Garc{\'{\i}}a and
Evaristo Jim{\'{e}}nez{-}Contreras and
Francisco Herrera and
Emilio Delgado L{\'{o}}pez{-}C{\'{o}}zar},
title = {On the use of biplot analysis for multivariate bibliometric and scientific
indicators},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {64},
number = {7},
pages = {1468--1479},
year = {2013},
url = {https://doi.org/10.1002/asi.22837},
doi = {10.1002/ASI.22837},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/Torres-SalinasRJHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LopezFJH13,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A hierarchical genetic fuzzy system based on genetic programming for
addressing classification with highly imbalanced and borderline data-sets},
journal = {Knowl. Based Syst.},
volume = {38},
pages = {85--104},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2012.08.025},
doi = {10.1016/J.KNOSYS.2012.08.025},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LopezFJH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FernandezLGJH13,
author = {Alberto Fern{\'{a}}ndez and
Victoria L{\'{o}}pez and
Mikel Galar and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Analysing the classification of imbalanced data-sets with multiple
classes: Binarization techniques and ad-hoc approaches},
journal = {Knowl. Based Syst.},
volume = {42},
pages = {97--110},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2013.01.018},
doi = {10.1016/J.KNOSYS.2013.01.018},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/FernandezLGJH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AlcalaNIH13,
author = {Rafael Alcal{\'{a}} and
Yusuke Nojima and
Hisao Ishibuchi and
Francisco Herrera},
title = {Special Issue on "Evolutionary Fuzzy Systems" EFSs},
journal = {Knowl. Based Syst.},
volume = {54},
pages = {1--2},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2013.10.005},
doi = {10.1016/J.KNOSYS.2013.10.005},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/AlcalaNIH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/FazzolariGAMH13,
author = {Michela Fazzolari and
Bruno Giglio and
Rafael Alcal{\'{a}} and
Francesco Marcelloni and
Francisco Herrera},
title = {A study on the application of instance selection techniques in genetic
fuzzy rule-based classification systems: Accuracy-complexity trade-off},
journal = {Knowl. Based Syst.},
volume = {54},
pages = {32--41},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2013.07.011},
doi = {10.1016/J.KNOSYS.2013.07.011},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/FazzolariGAMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SaezLH13,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Predicting noise filtering efficacy with data complexity measures
for nearest neighbor classification},
journal = {Pattern Recognit.},
volume = {46},
number = {1},
pages = {355--364},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.07.009},
doi = {10.1016/J.PATCOG.2012.07.009},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/SaezLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/VerbiestCH13,
author = {Nele Verbiest and
Chris Cornelis and
Francisco Herrera},
title = {{FRPS:} {A} Fuzzy Rough Prototype Selection method},
journal = {Pattern Recognit.},
volume = {46},
number = {10},
pages = {2770--2782},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2013.03.004},
doi = {10.1016/J.PATCOG.2013.03.004},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/VerbiestCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GalarFTSH13,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea Tartas and
Humberto Bustince Sola and
Francisco Herrera},
title = {Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent
classifiers},
journal = {Pattern Recognit.},
volume = {46},
number = {12},
pages = {3412--3424},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2013.04.018},
doi = {10.1016/J.PATCOG.2013.04.018},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GalarFTSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GalarFTH13,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea Tartas and
Francisco Herrera},
title = {EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary
undersampling},
journal = {Pattern Recognit.},
volume = {46},
number = {12},
pages = {3460--3471},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2013.05.006},
doi = {10.1016/J.PATCOG.2013.05.006},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GalarFTH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/DerracVGCH13,
author = {Joaqu{\'{\i}}n Derrac and
Nele Verbiest and
Salvador Garc{\'{\i}}a and
Chris Cornelis and
Francisco Herrera},
title = {On the use of evolutionary feature selection for improving fuzzy rough
set based prototype selection},
journal = {Soft Comput.},
volume = {17},
number = {2},
pages = {223--238},
year = {2013},
url = {https://doi.org/10.1007/s00500-012-0888-3},
doi = {10.1007/S00500-012-0888-3},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/DerracVGCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/FazzolariANIH13,
author = {Michela Fazzolari and
Rafael Alcal{\'{a}} and
Yusuke Nojima and
Hisao Ishibuchi and
Francisco Herrera},
title = {A Review of the Application of Multiobjective Evolutionary Fuzzy Systems:
Current Status and Further Directions},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {21},
number = {1},
pages = {45--65},
year = {2013},
url = {https://doi.org/10.1109/TFUZZ.2012.2201338},
doi = {10.1109/TFUZZ.2012.2201338},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/FazzolariANIH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SanzFBH13,
author = {Jos{\'{e}} Antonio Sanz and
Alberto Fern{\'{a}}ndez and
Humberto Bustince and
Francisco Herrera},
title = {{IVTURS:} {A} Linguistic Fuzzy Rule-Based Classification System Based
On a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule
Selection},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {21},
number = {3},
pages = {399--411},
year = {2013},
url = {https://doi.org/10.1109/TFUZZ.2013.2243153},
doi = {10.1109/TFUZZ.2013.2243153},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SanzFBH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GarciaLSLH13,
author = {Salvador Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Jos{\'{e}} Antonio S{\'{a}}ez and
Victoria L{\'{o}}pez and
Francisco Herrera},
title = {A Survey of Discretization Techniques: Taxonomy and Empirical Analysis
in Supervised Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {4},
pages = {734--750},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.35},
doi = {10.1109/TKDE.2012.35},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GarciaLSLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/HerreraH13,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma},
editor = {Jie Lu and
Etienne E. Kerre},
title = {Our Collaboration with Da},
booktitle = {A Tribute to Prof. Dr. Da Ruan},
pages = {253},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30307-4\_60},
doi = {10.1007/978-3-642-30307-4\_60},
timestamp = {Wed, 24 Jan 2018 13:31:06 +0100},
biburl = {https://dblp.org/rec/conf/birthday/HerreraH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaPBH13,
author = {Daniel Molina and
Amilkar Puris and
Rafael Bello and
Francisco Herrera},
title = {Variable mesh optimization for the 2013 {CEC} Special Session Niching
Methods for Multimodal Optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {87--94},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557557},
doi = {10.1109/CEC.2013.6557557},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MolinaPBH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LacroixMH13,
author = {Benjamin Lacroix and
Daniel Molina and
Francisco Herrera},
title = {Dynamically updated region based memetic algorithm for the 2013 {CEC}
Special Session and Competition on Real Parameter Single Objective
Optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {1945--1951},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557797},
doi = {10.1109/CEC.2013.6557797},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/LacroixMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/GactoGAH13,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Marta Galende and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Obtaining accurate {TSK} Fuzzy Rule-Based Systems by Multi-Objective
Evolutionary Learning in high-dimensional regression problems},
booktitle = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems,
Hyderabad, India, 7-10 July, 2013, Proceedings},
pages = {1--7},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622381},
doi = {10.1109/FUZZ-IEEE.2013.6622381},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/GactoGAH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LopezFH13,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Addressing covariate shift for Genetic Fuzzy Systems classifiers:
{A} case of study with {FARC-HD} for imbalanced datasets},
booktitle = {{FUZZ-IEEE} 2013, {IEEE} International Conference on Fuzzy Systems,
Hyderabad, India, 7-10 July, 2013, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/FUZZ-IEEE.2013.6622396},
doi = {10.1109/FUZZ-IEEE.2013.6622396},
timestamp = {Fri, 01 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LopezFH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/FazzolariANIH13,
author = {Michela Fazzolari and
Rafael Alcal{\'{a}} and
Yusuke Nojima and
Hisao Ishibuchi and
Francisco Herrera},
title = {Improving a fuzzy association rule-based classification model by granularity
learning based on heuristic measures over multiple granularities},
booktitle = {2013 {IEEE} International Workshop on Genetic and Evolutionary Fuzzy
Systems, {GEFS} 2013, Singapore, April 16-19, 2013},
pages = {44--51},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GEFS.2013.6601054},
doi = {10.1109/GEFS.2013.6601054},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gefs/FazzolariANIH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteRJH13,
author = {Francisco Charte and
Antonio Jes{\'{u}}s Rivera Rivas and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Jeng{-}Shyang Pan and
Marios M. Polycarpou and
Michal Wozniak and
Andr{\'{e}} C. P. L. F. de Carvalho and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio Corchado},
title = {A First Approach to Deal with Imbalance in Multi-label Datasets},
booktitle = {Hybrid Artificial Intelligent Systems - 8th International Conference,
{HAIS} 2013, Salamanca, Spain, September 11-13, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8073},
pages = {150--160},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40846-5\_16},
doi = {10.1007/978-3-642-40846-5\_16},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteRJH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SaezGLH13,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Mikel Galar and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Jeng{-}Shyang Pan and
Marios M. Polycarpou and
Michal Wozniak and
Andr{\'{e}} C. P. L. F. de Carvalho and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio Corchado},
title = {An Experimental Case of Study on the Behavior of Multiple Classifier
Systems with Class Noise Datasets},
booktitle = {Hybrid Artificial Intelligent Systems - 8th International Conference,
{HAIS} 2013, Salamanca, Spain, September 11-13, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8073},
pages = {568--577},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40846-5\_57},
doi = {10.1007/978-3-642-40846-5\_57},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaezGLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/RodriguezMH13,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {Eliciting comparative linguistic expressions in group decision making},
booktitle = {Joint {IFSA} World Congress and {NAFIPS} Annual Meeting, {IFSA/NAFIPS}
2013, Edmonton, Alberta, Canada, June 24-28, 2013},
pages = {771--776},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IFSA-NAFIPS.2013.6608498},
doi = {10.1109/IFSA-NAFIPS.2013.6608498},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifsa/RodriguezMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/VerbiestCH13,
author = {Nele Verbiest and
Chris Cornelis and
Francisco Herrera},
editor = {Davide Ciucci and
Masahiro Inuiguchi and
Yiyu Yao and
Dominik Slezak and
Guoyin Wang},
title = {{OWA-FRPS:} {A} Prototype Selection Method Based on Ordered Weighted
Average Fuzzy Rough Set Theory},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th
International Conference, RSFDGrC 2013, Halifax, NS, Canada, October
11-14, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8170},
pages = {180--190},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41218-9\_19},
doi = {10.1007/978-3-642-41218-9\_19},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/VerbiestCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdiev/DerracGHHS13,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Sheldon Hui and
Francisco Herrera and
Ponnuthurai Nagaratnam Suganthan},
editor = {Janez Brest and
Swagatam Das and
Ferrante Neri and
Ponnuthurai N. Suganthan},
title = {Statistical analysis of convergence performance throughout the evolutionary
search: {A} case study with SaDE-MMTS and Sa-EPSDE-MMTS},
booktitle = {2013 {IEEE} Symposium on Differential Evolution, {SDE} 2013, Singapore,
Singapore, April 16-19, 2013},
pages = {151--156},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SDE.2013.6601455},
doi = {10.1109/SDE.2013.6601455},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdiev/DerracGHHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kmo/2012,
editor = {Lorna Uden and
Francisco Herrera and
Javier Bajo P{\'{e}}rez and
Juan M. Corchado Rodr{\'{\i}}guez},
title = {7th International Conference on Knowledge Management in Organizations:
Service and Cloud Computing, {KMO} 2012, Salamanca, Spain, 11-13 July,
2012},
series = {Advances in Intelligent Systems and Computing},
volume = {172},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30867-3},
doi = {10.1007/978-3-642-30867-3},
isbn = {978-3-642-30866-6},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kmo/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-0608,
author = {Daniel Torres{-}Salinas and
Nicol{\'{a}}s Robinson{-}Garc{\'{\i}}a and
Evaristo Jim{\'{e}}nez{-}Contreras and
Francisco Herrera and
Emilio Delgado L{\'{o}}pez{-}C{\'{o}}zar},
title = {On the use of Biplot analysis for multivariate bibliometric and scientific
indicators},
journal = {CoRR},
volume = {abs/1302.0608},
year = {2013},
url = {http://arxiv.org/abs/1302.0608},
eprinttype = {arXiv},
eprint = {1302.0608},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-0608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-1216,
author = {Nicol{\'{a}}s Robinson{-}Garc{\'{\i}}a and
Jose G. Moreno{-}Torres and
Daniel Torres{-}Salinas and
Emilio Delgado L{\'{o}}pez{-}C{\'{o}}zar and
Francisco Herrera},
title = {The role of national university rankings in an international context:
the case of the {I-UGR} Rankings of Spanish universities},
journal = {CoRR},
volume = {abs/1305.1216},
year = {2013},
url = {http://arxiv.org/abs/1305.1216},
eprinttype = {arXiv},
eprint = {1305.1216},
timestamp = {Tue, 12 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-1216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/GactoAH12,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {A multi-objective evolutionary algorithm for an effective tuning of
fuzzy logic controllers in heating, ventilating and air conditioning
systems},
journal = {Appl. Intell.},
volume = {36},
number = {2},
pages = {330--347},
year = {2012},
url = {https://doi.org/10.1007/s10489-010-0264-x},
doi = {10.1007/S10489-010-0264-X},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/GactoAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ChavezFAAOH12,
author = {Francisco Ch{\'{a}}vez de la O and
Francisco Fern{\'{a}}ndez and
Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Gustavo Olague and
Francisco Herrera},
title = {Hybrid laser pointer detection algorithm based on template matching
and fuzzy rule-based systems for domotic control in real home environments},
journal = {Appl. Intell.},
volume = {36},
number = {2},
pages = {407--423},
year = {2012},
url = {https://doi.org/10.1007/s10489-010-0268-6},
doi = {10.1007/S10489-010-0268-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ChavezFAAOH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LopezFMH12,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Jose G. Moreno{-}Torres and
Francisco Herrera},
title = {Analysis of preprocessing vs. cost-sensitive learning for imbalanced
classification. Open problems on intrinsic data characteristics},
journal = {Expert Syst. Appl.},
volume = {39},
number = {7},
pages = {6585--6608},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2011.12.043},
doi = {10.1016/J.ESWA.2011.12.043},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/LopezFMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/AlcalaNIH12,
author = {Rafael Alcal{\'{a}} and
Yusuke Nojima and
Hisao Ishibuchi and
Francisco Herrera},
title = {Special Issue on Evolutionary Fuzzy Systems},
journal = {Int. J. Comput. Intell. Syst.},
volume = {5},
number = {2},
pages = {209--211},
year = {2012},
url = {https://doi.org/10.1080/18756891.2012.685261},
doi = {10.1080/18756891.2012.685261},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/AlcalaNIH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TrigueroDGH12,
author = {Isaac Triguero and
Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Integrating a differential evolution feature weighting scheme into
prototype generation},
journal = {Neurocomputing},
volume = {97},
pages = {332--343},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2012.06.009},
doi = {10.1016/J.NEUCOM.2012.06.009},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TrigueroDGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/VillarFCH12,
author = {Pedro Villar and
Alberto Fern{\'{a}}ndez and
Ram{\'{o}}n Alberto Carrasco and
Francisco Herrera},
title = {Feature Selection and Granularity Learning in Genetic Fuzzy Rule-Based
Classification Systems for Highly Imbalanced Data-Sets},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {20},
number = {3},
pages = {369--397},
year = {2012},
url = {https://doi.org/10.1142/S0218488512500195},
doi = {10.1142/S0218488512500195},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/VillarFCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LuengoH12,
author = {Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Shared domains of competence of approximate learning models using
measures of separability of classes},
journal = {Inf. Sci.},
volume = {185},
number = {1},
pages = {43--65},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2011.09.022},
doi = {10.1016/J.INS.2011.09.022},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LuengoH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DerracCGH12,
author = {Joaqu{\'{\i}}n Derrac and
Chris Cornelis and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Enhancing evolutionary instance selection algorithms by means of fuzzy
rough set based feature selection},
journal = {Inf. Sci.},
volume = {186},
number = {1},
pages = {73--92},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2011.09.027},
doi = {10.1016/J.INS.2011.09.027},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DerracCGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MartinezH12,
author = {Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {An overview on the 2-tuple linguistic model for computing with words
in decision making: Extensions, applications and challenges},
journal = {Inf. Sci.},
volume = {207},
pages = {1--18},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2012.04.025},
doi = {10.1016/J.INS.2012.04.025},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MartinezH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/CoboLHH12,
author = {Manuel J. Cobo and
Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {SciMAT: {A} new science mapping analysis software tool},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {63},
number = {8},
pages = {1609--1630},
year = {2012},
url = {https://doi.org/10.1002/asi.22688},
doi = {10.1002/ASI.22688},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/CoboLHH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jim/PerezPH12,
author = {Elena P{\'{e}}rez and
Marta Posada and
Francisco Herrera},
title = {Analysis of new niching genetic algorithms for finding multiple solutions
in the job shop scheduling},
journal = {J. Intell. Manuf.},
volume = {23},
number = {3},
pages = {341--356},
year = {2012},
url = {https://doi.org/10.1007/s10845-010-0385-4},
doi = {10.1007/S10845-010-0385-4},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jim/PerezPH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/LuengoGH12,
author = {Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {On the choice of the best imputation methods for missing values considering
three groups of classification methods},
journal = {Knowl. Inf. Syst.},
volume = {32},
number = {1},
pages = {77--108},
year = {2012},
url = {https://doi.org/10.1007/s10115-011-0424-2},
doi = {10.1007/S10115-011-0424-2},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/LuengoGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/RamentolCBH12,
author = {Enislay Ramentol and
Yaile Caballero and
Rafael Bello and
Francisco Herrera},
title = {{SMOTE-RSB} *: a hybrid preprocessing approach based on oversampling
and undersampling for high imbalanced data-sets using {SMOTE} and
rough sets theory},
journal = {Knowl. Inf. Syst.},
volume = {33},
number = {2},
pages = {245--265},
year = {2012},
url = {https://doi.org/10.1007/s10115-011-0465-6},
doi = {10.1007/S10115-011-0465-6},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/RamentolCBH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/BenitezGH12,
author = {Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera},
title = {Special issue on "New Trends in Data Mining" {NTDM}},
journal = {Knowl. Based Syst.},
volume = {25},
number = {1},
pages = {1--2},
year = {2012},
url = {https://doi.org/10.1016/j.knosys.2011.08.003},
doi = {10.1016/J.KNOSYS.2011.08.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/BenitezGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GarciaDTCH12,
author = {Salvador Garc{\'{\i}}a and
Joaqu{\'{\i}}n Derrac and
Isaac Triguero and
Crist{\'{o}}bal J. Carmona and
Francisco Herrera},
title = {Evolutionary-based selection of generalized instances for imbalanced
classification},
journal = {Knowl. Based Syst.},
volume = {25},
number = {1},
pages = {3--12},
year = {2012},
url = {https://doi.org/10.1016/j.knosys.2011.01.012},
doi = {10.1016/J.KNOSYS.2011.01.012},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GarciaDTCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/HerreraA12,
author = {Francisco Herrera and
Cesar Analide},
title = {Editors' Preface},
journal = {Prog. Artif. Intell.},
volume = {1},
number = {1},
pages = {1},
year = {2012},
url = {https://doi.org/10.1007/s13748-012-0009-7},
doi = {10.1007/S13748-012-0009-7},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/HerreraA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GarciaDCH12,
author = {Salvador Garc{\'{\i}}a and
Joaqu{\'{\i}}n Derrac and
Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera},
title = {Prototype Selection for Nearest Neighbor Classification: Taxonomy
and Empirical Study},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {3},
pages = {417--435},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2011.142},
doi = {10.1109/TPAMI.2011.142},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/GarciaDCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Moreno-TorresRACH12,
author = {Jose G. Moreno{-}Torres and
Troy Raeder and
Roc{\'{\i}}o Ala{\'{\i}}z{-}Rodr{\'{\i}}guez and
Nitesh V. Chawla and
Francisco Herrera},
title = {A unifying view on dataset shift in classification},
journal = {Pattern Recognit.},
volume = {45},
number = {1},
pages = {521--530},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.06.019},
doi = {10.1016/J.PATCOG.2011.06.019},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/Moreno-TorresRACH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/GarciaRFTH12,
author = {Jose A. Garc{\'{\i}}a and
Rosa Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
J. Fdez{-}Valdivia and
Daniel Torres{-}Salinas and
Francisco Herrera},
title = {Ranking of research output of universities on the basis of the multidimensional
prestige of influential fields: Spanish universities as a case of
study},
journal = {Scientometrics},
volume = {93},
number = {3},
pages = {1081--1099},
year = {2012},
url = {https://doi.org/10.1007/s11192-012-0740-7},
doi = {10.1007/S11192-012-0740-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/GarciaRFTH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/MarinMH12,
author = {Jes{\'{u}}s Mar{\'{\i}}n and
Daniel Molina and
Francisco Herrera},
title = {Modeling dynamics of a real-coded {CHC} algorithm in terms of dynamical
probability distributions},
journal = {Soft Comput.},
volume = {16},
number = {2},
pages = {331--351},
year = {2012},
url = {https://doi.org/10.1007/s00500-011-0745-9},
doi = {10.1007/S00500-011-0745-9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/MarinMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/PurisBMH12,
author = {Amilkar Puris and
Rafael Bello and
Daniel Molina and
Francisco Herrera},
title = {Variable mesh optimization for continuous optimization problems},
journal = {Soft Comput.},
volume = {16},
number = {3},
pages = {511--525},
year = {2012},
url = {https://doi.org/10.1007/s00500-011-0753-9},
doi = {10.1007/S00500-011-0753-9},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/PurisBMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/LuengoSH12,
author = {Juli{\'{a}}n Luengo and
Jos{\'{e}} A. S{\'{a}}ez and
Francisco Herrera},
title = {Missing data imputation for fuzzy rule-based classification systems},
journal = {Soft Comput.},
volume = {16},
number = {5},
pages = {863--881},
year = {2012},
url = {https://doi.org/10.1007/s00500-011-0774-4},
doi = {10.1007/S00500-011-0774-4},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/LuengoSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/RodriguezMH12,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
title = {Hesitant Fuzzy Linguistic Term Sets for Decision Making},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {20},
number = {1},
pages = {109--119},
year = {2012},
url = {https://doi.org/10.1109/TFUZZ.2011.2170076},
doi = {10.1109/TFUZZ.2011.2170076},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/RodriguezMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/SolaPMHH12,
author = {Humberto Bustince Sola and
Miguel Pagola and
Radko Mesiar and
Eyke H{\"{u}}llermeier and
Francisco Herrera},
title = {Grouping, Overlap, and Generalized Bientropic Functions for Fuzzy
Modeling of Pairwise Comparisons},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {20},
number = {3},
pages = {405--415},
year = {2012},
url = {https://doi.org/10.1109/TFUZZ.2011.2173581},
doi = {10.1109/TFUZZ.2011.2173581},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/SolaPMHH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/CoboLHH12,
author = {Manuel J. Cobo and
Antonio Gabriel L{\'{o}}pez{-}Herrera and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {A Note on the {ITS} Topic Evolution in the Period 2000-2009 at {T-ITS}},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {13},
number = {1},
pages = {413--420},
year = {2012},
url = {https://doi.org/10.1109/TITS.2011.2167968},
doi = {10.1109/TITS.2011.2167968},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/CoboLHH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Moreno-TorresSH12,
author = {Jose G. Moreno{-}Torres and
Jos{\'{e}} A. S{\'{a}}ez and
Francisco Herrera},
title = {Study on the Impact of Partition-Induced Dataset Shift on k -Fold
Cross-Validation},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {8},
pages = {1304--1312},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2012.2199516},
doi = {10.1109/TNNLS.2012.2199516},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Moreno-TorresSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/TrigueroDGH12,
author = {Isaac Triguero and
Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A Taxonomy and Experimental Study on Prototype Generation for Nearest
Neighbor Classification},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {42},
number = {1},
pages = {86--100},
year = {2012},
url = {https://doi.org/10.1109/TSMCC.2010.2103939},
doi = {10.1109/TSMCC.2010.2103939},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/TrigueroDGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/GalarFTSH12,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea Tartas and
Humberto Bustince Sola and
Francisco Herrera},
title = {A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-,
and Hybrid-Based Approaches},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {42},
number = {4},
pages = {463--484},
year = {2012},
url = {https://doi.org/10.1109/TSMCC.2011.2161285},
doi = {10.1109/TSMCC.2011.2161285},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/GalarFTSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/DerracTGH12,
author = {Joaqu{\'{\i}}n Derrac and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Integrating Instance Selection, Instance Weighting, and Feature Weighting
for Nearest Neighbor Classifiers by Coevolutionary Algorithms},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {42},
number = {5},
pages = {1383--1397},
year = {2012},
url = {https://doi.org/10.1109/TSMCB.2012.2191953},
doi = {10.1109/TSMCB.2012.2191953},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/DerracTGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/LacroixMH12,
author = {Benjamin Lacroix and
Daniel Molina and
Francisco Herrera},
title = {Region based memetic algorithm with {LS} chaining},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6256529},
doi = {10.1109/CEC.2012.6256529},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/LacroixMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/PurisBMH12,
author = {Amilkar Puris and
Rafael Bello and
Daniel Molina and
Francisco Herrera},
title = {Optimising real parameters using the information of a mesh of solutions:
{VMO} algorithm},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--7},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6252873},
doi = {10.1109/CEC.2012.6252873},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/PurisBMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/GiglioMFAH12,
author = {Bruno Giglio and
Francesco Marcelloni and
Michela Fazzolari and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {A case study on the application of instance selection techniques for
Genetic Fuzzy Rule-Based Classifiers},
booktitle = {{FUZZ-IEEE} 2012, {IEEE} International Conference on Fuzzy Systems,
Brisbane, Australia, June 10-15, 2012, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/FUZZ-IEEE.2012.6251191},
doi = {10.1109/FUZZ-IEEE.2012.6251191},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/GiglioMFAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SaezGLH12,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Mikel Galar and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Emilio Corchado and
V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Michal Wozniak and
Manuel Gra{\~{n}}a and
Sung{-}Bae Cho},
title = {A First Study on Decomposition Strategies with Data with Class Noise
Using Decision Trees},
booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference,
{HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7209},
pages = {25--35},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_3},
doi = {10.1007/978-3-642-28931-6\_3},
timestamp = {Thu, 07 Nov 2019 15:14:46 +0100},
biburl = {https://dblp.org/rec/conf/hais/SaezGLH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/DerracTGH12,
author = {Joaqu{\'{\i}}n Derrac and
Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Emilio Corchado and
V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Michal Wozniak and
Manuel Gra{\~{n}}a and
Sung{-}Bae Cho},
title = {A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining
Instance and Feature Weighting with Instance Selection},
booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference,
{HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7209},
pages = {176--187},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_17},
doi = {10.1007/978-3-642-28931-6\_17},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/DerracTGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CharteRJH12,
author = {Francisco Charte and
Antonio Jes{\'{u}}s Rivera Rivas and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Emilio Corchado and
V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Michal Wozniak and
Manuel Gra{\~{n}}a and
Sung{-}Bae Cho},
title = {Improving Multi-label Classifiers via Label Reduction with Association
Rules},
booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference,
{HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7209},
pages = {188--199},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_18},
doi = {10.1007/978-3-642-28931-6\_18},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CharteRJH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/VerbiestRCH12,
author = {Nele Verbiest and
Enislay Ramentol and
Chris Cornelis and
Francisco Herrera},
editor = {Juan Pav{\'{o}}n and
N{\'{e}}stor D. Duque{-}M{\'{e}}ndez and
Rub{\'{e}}n Fuentes{-}Fern{\'{a}}ndez},
title = {Improving {SMOTE} with Fuzzy Rough Prototype Selection to Detect Noise
in Imbalanced Classification Data},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2012 - 13th Ibero-American
Conference on AI, Cartagena de Indias, Colombia, November 13-16, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7637},
pages = {169--178},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34654-5\_18},
doi = {10.1007/978-3-642-34654-5\_18},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/VerbiestRCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/LopezFJH12,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Pedro Latorre Carmona and
J. Salvador S{\'{a}}nchez and
Ana L. N. Fred},
title = {Cost Sensitive and Preprocessing for Classification with Imbalanced
Data-sets: Similar Behaviour and Potential Hybridizations},
booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
Pattern Recognition Applications and Methods, Volume 2, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
pages = {98--107},
publisher = {SciTePress},
year = {2012},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/LopezFJH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/GarciaLLCH12,
author = {Salvador Garc{\'{\i}}a and
Victoria L{\'{o}}pez and
Juli{\'{a}}n Luengo and
Crist{\'{o}}bal J. Carmona and
Francisco Herrera},
editor = {Pedro Latorre Carmona and
J. Salvador S{\'{a}}nchez and
Ana L. N. Fred},
title = {A Preliminary Study on Selecting the Optimal Cut Points in Discretization
by Evolutionary Algorithms},
booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
Pattern Recognition Applications and Methods, Volume 1, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
pages = {211--216},
publisher = {SciTePress},
year = {2012},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/GarciaLLCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/RodriguezMH12,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Francisco Herrera},
editor = {Salvatore Greco and
Bernadette Bouchon{-}Meunier and
Giulianella Coletti and
Mario Fedrizzi and
Benedetto Matarazzo and
Ronald R. Yager},
title = {Group Decision Making with Comparative Linguistic Terms},
booktitle = {Advances on Computational Intelligence - 14th International Conference
on Information Processing and Management of Uncertainty in Knowledge-Based
Systems, {IPMU} 2012, Catania, Italy, July 9-13, 2012. Proceedings,
Part {I}},
series = {Communications in Computer and Information Science},
volume = {297},
pages = {181--190},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31709-5\_19},
doi = {10.1007/978-3-642-31709-5\_19},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/RodriguezMH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kmo/FernandezRHB12,
author = {Alberto Fern{\'{a}}ndez and
Sara del R{\'{\i}}o and
Francisco Herrera and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
editor = {Lorna Uden and
Francisco Herrera and
Javier Bajo P{\'{e}}rez and
Juan M. Corchado Rodr{\'{\i}}guez},
title = {An Overview on the Structure and Applications for Business Intelligence
and Data Mining in Cloud Computing},
booktitle = {7th International Conference on Knowledge Management in Organizations:
Service and Cloud Computing, {KMO} 2012, Salamanca, Spain, 11-13 July,
2012},
series = {Advances in Intelligent Systems and Computing},
volume = {172},
pages = {559--570},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30867-3\_50},
doi = {10.1007/978-3-642-30867-3\_50},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kmo/FernandezRHB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/FernandezH12,
author = {Alberto Fern{\'{a}}ndez and
Francisco Herrera},
editor = {Enric Trillas and
Piero P. Bonissone and
Luis Magdalena and
Janusz Kacprzyk},
title = {Linguistic Fuzzy Rules in Data Mining: Follow-Up Mamdani Fuzzy Modeling
Principle},
booktitle = {Combining Experimentation and Theory - {A} Hommage to Abe Mamdani},
series = {Studies in Fuzziness and Soft Computing},
volume = {271},
pages = {103--122},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-24666-1\_8},
doi = {10.1007/978-3-642-24666-1\_8},
timestamp = {Fri, 01 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/FernandezH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/Garcia-PedrajasHF11,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe},
title = {Special issue on the trends in applied intelligence systems},
journal = {Appl. Intell.},
volume = {34},
number = {3},
pages = {329--330},
year = {2011},
url = {https://doi.org/10.1007/s10489-011-0296-x},
doi = {10.1007/S10489-011-0296-X},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/Garcia-PedrajasHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GarciaDLCH11,
author = {Salvador Garc{\'{\i}}a and
Joaqu{\'{\i}}n Derrac and
Juli{\'{a}}n Luengo and
Crist{\'{o}}bal J. Carmona and
Francisco Herrera},
title = {Evolutionary selection of hyperrectangles in nested generalized exemplar
learning},
journal = {Appl. Soft Comput.},
volume = {11},
number = {3},
pages = {3032--3045},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2010.11.030},
doi = {10.1016/J.ASOC.2010.11.030},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/GarciaDLCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/SanzFSH11,
author = {Jos{\'{e}} Antonio Sanz and
Alberto Fern{\'{a}}ndez and
Humberto Bustince Sola and
Francisco Herrera},
title = {A genetic tuning to improve the performance of Fuzzy Rule-Based Classification
Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral
position},
journal = {Int. J. Approx. Reason.},
volume = {52},
number = {6},
pages = {751--766},
year = {2011},
url = {https://doi.org/10.1016/j.ijar.2011.01.011},
doi = {10.1016/J.IJAR.2011.01.011},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/SanzFSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GactoAH11,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Interpretability of linguistic fuzzy rule-based systems: An overview
of interpretability measures},
journal = {Inf. Sci.},
volume = {181},
number = {20},
pages = {4340--4360},
year = {2011},
url = {https://doi.org/10.1016/j.ins.2011.02.021},
doi = {10.1016/J.INS.2011.02.021},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GactoAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/CoboLHH11,
author = {Manuel J. Cobo and
Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Science mapping software tools: Review, analysis, and cooperative
study among tools},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {62},
number = {7},
pages = {1382--1402},
year = {2011},
url = {https://doi.org/10.1002/asi.21525},
doi = {10.1002/ASI.21525},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/CoboLHH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/CoboLHH11,
author = {Manuel J. Cobo and
Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {An approach for detecting, quantifying, and visualizing the evolution
of a research field: {A} practical application to the Fuzzy Sets Theory
field},
journal = {J. Informetrics},
volume = {5},
number = {1},
pages = {146--166},
year = {2011},
url = {https://doi.org/10.1016/j.joi.2010.10.002},
doi = {10.1016/J.JOI.2010.10.002},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/joi/CoboLHH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/HerreraCGJ11,
author = {Francisco Herrera and
Crist{\'{o}}bal J. Carmona and
Pedro Gonz{\'{a}}lez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
title = {An overview on subgroup discovery: foundations and applications},
journal = {Knowl. Inf. Syst.},
volume = {29},
number = {3},
pages = {495--525},
year = {2011},
url = {https://doi.org/10.1007/s10115-010-0356-2},
doi = {10.1007/S10115-010-0356-2},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/HerreraCGJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/Alcala-FdezH11,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
title = {Soft Computing Techniques in Data Mining},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {17},
number = {2-3},
pages = {99--100},
year = {2011},
url = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-17-number-2-3-2011/mvlsc-17-2-3-p-99-100/},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mvl/Alcala-FdezH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/TrigueroGH11,
author = {Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Differential evolution for optimizing the positioning of prototypes
in nearest neighbor classification},
journal = {Pattern Recognit.},
volume = {44},
number = {4},
pages = {901--916},
year = {2011},
url = {https://doi.org/10.1016/j.patcog.2010.10.020},
doi = {10.1016/J.PATCOG.2010.10.020},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/TrigueroGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GalarFTSH11,
author = {Mikel Galar and
Alberto Fern{\'{a}}ndez and
Edurne Barrenechea Tartas and
Humberto Bustince Sola and
Francisco Herrera},
title = {An overview of ensemble methods for binary classifiers in multi-class
problems: Experimental study on one-vs-one and one-vs-all schemes},
journal = {Pattern Recognit.},
volume = {44},
number = {8},
pages = {1761--1776},
year = {2011},
url = {https://doi.org/10.1016/j.patcog.2011.01.017},
doi = {10.1016/J.PATCOG.2011.01.017},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GalarFTSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/Torres-SalinasMLH11,
author = {Daniel Torres{-}Salinas and
Jose G. Moreno{-}Torres and
Emilio Delgado L{\'{o}}pez{-}C{\'{o}}zar and
Francisco Herrera},
title = {A methodology for Institution-Field ranking based on a bidimensional
analysis: the \emph{IFQ}\({}^{\mbox{2}}\)\emph{A} index},
journal = {Scientometrics},
volume = {88},
number = {3},
pages = {771--786},
year = {2011},
url = {https://doi.org/10.1007/s11192-011-0418-6},
doi = {10.1007/S11192-011-0418-6},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/Torres-SalinasMLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/LuengoFGH11,
author = {Juli{\'{a}}n Luengo and
Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Addressing data complexity for imbalanced data sets: analysis of SMOTE-based
oversampling and evolutionary undersampling},
journal = {Soft Comput.},
volume = {15},
number = {10},
pages = {1909--1936},
year = {2011},
url = {https://doi.org/10.1007/s00500-010-0625-8},
doi = {10.1007/S00500-010-0625-8},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/LuengoFGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/LozanoMH11,
author = {Manuel Lozano and
Daniel Molina and
Francisco Herrera},
title = {Editorial scalability of evolutionary algorithms and other metaheuristics
for large-scale continuous optimization problems},
journal = {Soft Comput.},
volume = {15},
number = {11},
pages = {2085--2087},
year = {2011},
url = {https://doi.org/10.1007/s00500-010-0639-2},
doi = {10.1007/S00500-010-0639-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/LozanoMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/MolinaLSH11,
author = {Daniel Molina and
Manuel Lozano and
Ana M. S{\'{a}}nchez and
Francisco Herrera},
title = {Memetic algorithms based on local search chains for large scale continuous
optimisation problems: MA-SSW-Chains},
journal = {Soft Comput.},
volume = {15},
number = {11},
pages = {2201--2220},
year = {2011},
url = {https://doi.org/10.1007/s00500-010-0647-2},
doi = {10.1007/S00500-010-0647-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/MolinaLSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/NojimaAIH11,
author = {Yusuke Nojima and
Rafael Alcal{\'{a}} and
Hisao Ishibuchi and
Francisco Herrera},
title = {Special issue on evolutionary fuzzy systems},
journal = {Soft Comput.},
volume = {15},
number = {12},
pages = {2299--2301},
year = {2011},
url = {https://doi.org/10.1007/s00500-010-0663-2},
doi = {10.1007/S00500-010-0663-2},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/NojimaAIH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/AlcalaNHI11,
author = {Rafael Alcal{\'{a}} and
Yusuke Nojima and
Francisco Herrera and
Hisao Ishibuchi},
title = {Multiobjective genetic fuzzy rule selection of single granularity-based
fuzzy classification rules and its interaction with the lateral tuning
of membership functions},
journal = {Soft Comput.},
volume = {15},
number = {12},
pages = {2303--2318},
year = {2011},
url = {https://doi.org/10.1007/s00500-010-0671-2},
doi = {10.1007/S00500-010-0671-2},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/AlcalaNHI11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/DerracGMH11,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Daniel Molina and
Francisco Herrera},
title = {A practical tutorial on the use of nonparametric statistical tests
as a methodology for comparing evolutionary and swarm intelligence
algorithms},
journal = {Swarm Evol. Comput.},
volume = {1},
number = {1},
pages = {3--18},
year = {2011},
url = {https://doi.org/10.1016/j.swevo.2011.02.002},
doi = {10.1016/J.SWEVO.2011.02.002},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/swevo/DerracGMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AlcalaGH11,
author = {Rafael Alcal{\'{a}} and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
title = {A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic
Fuzzy Modeling in High-Dimensional Regression Problems},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {19},
number = {4},
pages = {666--681},
year = {2011},
url = {https://doi.org/10.1109/TFUZZ.2011.2131657},
doi = {10.1109/TFUZZ.2011.2131657},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/AlcalaGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/Alcala-FdezAH11,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {A Fuzzy Association Rule-Based Classification Model for High-Dimensional
Problems With Genetic Rule Selection and Lateral Tuning},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {19},
number = {5},
pages = {857--872},
year = {2011},
url = {https://doi.org/10.1109/TFUZZ.2011.2147794},
doi = {10.1109/TFUZZ.2011.2147794},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/Alcala-FdezAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/FernandezCAH11,
author = {Francisco Fern{\'{a}}ndez and
Francisco Ch{\'{a}}vez de la O and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Musical genre classification by means of Fuzzy Rule-Based Systems:
{A} preliminary approach},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2011, New Orleans, LA, USA, 5-8 June, 2011},
pages = {2571--2577},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CEC.2011.5949938},
doi = {10.1109/CEC.2011.5949938},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/FernandezCAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurofuse/Herrera11,
author = {Francisco Herrera},
editor = {Pedro Melo{-}Pinto and
Pedro Couto and
Carlos Ser{\^{o}}dio and
J{\'{a}}nos C. Fodor and
Bernard De Baets},
title = {On the Usefulness of Interval Valued Fuzzy Sets for Learning Fuzzy
Rule Based Classification Systems},
booktitle = {Eurofuse 2011 - Workshop on Fuzzy Methods for Knowledge-Based Systems,
Douro Wine Region, R{\'{e}}gua, Portugal, 21-23 September 2011},
series = {Advances in Intelligent and Soft Computing},
volume = {107},
pages = {3--4},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24001-0\_1},
doi = {10.1007/978-3-642-24001-0\_1},
timestamp = {Fri, 02 Nov 2018 09:40:16 +0100},
biburl = {https://dblp.org/rec/conf/eurofuse/Herrera11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurofuse/RodriguezMH11,
author = {Rosa M. Rodr{\'{\i}}guez and
Luis Mart{\'{\i}}nez and
Francisco Herrera},
editor = {Pedro Melo{-}Pinto and
Pedro Couto and
Carlos Ser{\^{o}}dio and
J{\'{a}}nos C. Fodor and
Bernard De Baets},
title = {A Multicriteria Linguistic Decision Making Model Dealing with Comparative
Terms},
booktitle = {Eurofuse 2011 - Workshop on Fuzzy Methods for Knowledge-Based Systems,
Douro Wine Region, R{\'{e}}gua, Portugal, 21-23 September 2011},
series = {Advances in Intelligent and Soft Computing},
volume = {107},
pages = {229--241},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24001-0\_22},
doi = {10.1007/978-3-642-24001-0\_22},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurofuse/RodriguezMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurofuse/Barrenechea0HB11,
author = {Edurne Barrenechea and
Alberto Fern{\'{a}}ndez and
Francisco Herrera and
Humberto Bustince},
editor = {Pedro Melo{-}Pinto and
Pedro Couto and
Carlos Ser{\^{o}}dio and
J{\'{a}}nos C. Fodor and
Bernard De Baets},
title = {Construction of Interval-Valued Fuzzy Preference Relations Using Ignorance
Functions: Interval-Valued Non Dominance Criterion},
booktitle = {Eurofuse 2011 - Workshop on Fuzzy Methods for Knowledge-Based Systems,
Douro Wine Region, R{\'{e}}gua, Portugal, 21-23 September 2011},
series = {Advances in Intelligent and Soft Computing},
volume = {107},
pages = {243--255},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24001-0\_23},
doi = {10.1007/978-3-642-24001-0\_23},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurofuse/Barrenechea0HB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ChavezFAAH11,
author = {Francisco Ch{\'{a}}vez de la O and
Francisco Fern{\'{a}}ndez and
Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
title = {Evolutionary learning of a laser pointer detection fuzzy system for
an environment control system},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {256--263},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007528},
doi = {10.1109/FUZZY.2011.6007528},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ChavezFAAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/VillarFH11,
author = {Pedro Villar and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Studying the behavior of a multiobjective genetic algorithm to design
fuzzy rule-based classification systems for imbalanced data-sets},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {1239--1246},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007436},
doi = {10.1109/FUZZY.2011.6007436},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VillarFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/SanzSFH11,
author = {Jos{\'{e}} Antonio Sanz and
Humberto Bustince Sola and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {On the cooperation of interval-valued fuzzy sets and genetic tuning
to improve the performance of fuzzy decision trees},
booktitle = {{FUZZ-IEEE} 2011, {IEEE} International Conference on Fuzzy Systems,
Taipei, Taiwan, 27-30 June, 2011, Proceedings},
pages = {1247--1254},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/FUZZY.2011.6007482},
doi = {10.1109/FUZZY.2011.6007482},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/SanzSFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/CarmonaGJH11,
author = {Crist{\'{o}}bal J. Carmona and
Pedro Gonz{\'{a}}lez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Analysis of the impact of using different diversity functions for
the subgroup discovery algorithm {NMEEF-SD}},
booktitle = {5th {IEEE} International Workshop on Genetic and Evolutionary Fuzzy
Systems, {GEFS} 2011, Paris, France, April 15, 2011},
pages = {17--23},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/GEFS.2011.5949498},
doi = {10.1109/GEFS.2011.5949498},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gefs/CarmonaGJH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/GactoAH11,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Evolutionary Multi-Objective Algorithm to effectively improve the
performance of the classic tuning of fuzzy logic controllers for a
heating, ventilating and Air Conditioning system},
booktitle = {5th {IEEE} International Workshop on Genetic and Evolutionary Fuzzy
Systems, {GEFS} 2011, Paris, France, April 15, 2011},
pages = {73--80},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/GEFS.2011.5949494},
doi = {10.1109/GEFS.2011.5949494},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gefs/GactoAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/FernandezGH11,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {Addressing the Classification with Imbalanced Data: Open Problems
and New Challenges on Class Distribution},
booktitle = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6678},
pages = {1--10},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21219-2\_1},
doi = {10.1007/978-3-642-21219-2\_1},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/FernandezGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/TrigueroGH11,
author = {Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {Enhancing {IPADE} Algorithm with a Different Individual Codification},
booktitle = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6679},
pages = {262--270},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21222-2\_32},
doi = {10.1007/978-3-642-21222-2\_32},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/TrigueroGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/SaezLH11,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Fuzzy Rule Based Classification Systems versus crisp robust learners
trained in presence of class noise's effects: {A} case of study},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1229--1234},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121827},
doi = {10.1109/ISDA.2011.6121827},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/SaezLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/MartinRAH11,
author = {Diana Mart{\'{\i}}n Rodr{\'{\i}}guez and
Alejandro Rosete and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {A multi-objective evolutionary algorithm for mining quantitative association
rules},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1397--1402},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121855},
doi = {10.1109/ISDA.2011.6121855},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/MartinRAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/DerracCGH11,
author = {Joaqu{\'{\i}}n Derrac and
Chris Cornelis and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Joan Cabestany and
Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s},
title = {A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection
for Improving Evolutionary Instance Selection Algorithms},
booktitle = {Advances in Computational Intelligence - 11th International Work-Conference
on Artificial Neural Networks, {IWANN} 2011, Torremolinos-M{\'{a}}laga,
Spain, June 8-10, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6691},
pages = {174--182},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21501-8\_22},
doi = {10.1007/978-3-642-21501-8\_22},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/DerracCGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/TrigueroDHG11,
author = {Isaac Triguero and
Joaqu{\'{\i}}n Derrac and
Francisco Herrera and
Salvador Garc{\'{\i}}a},
title = {A study of the scaling up capabilities of stratified prototype generation},
booktitle = {Third World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2011, Salamanca, Spain, October 19-21, 2011},
pages = {297--302},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NaBIC.2011.6089611},
doi = {10.1109/NABIC.2011.6089611},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nabic/TrigueroDHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/t2fuzz/SanzPBBFH11,
author = {Jos{\'{e}} Antonio Sanz and
Miguel Pagola and
Humberto Bustince and
Antonio Brugos and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {A case study on medical diagnosis of cardiovascular diseases using
a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems
with Interval-Valued Fuzzy Sets},
booktitle = {2011 {IEEE} Symposium on Advances in Type-2 Fuzzy Logic Systems, {T2FUZZ}
2011, Paris, France, April 12-13, 2011},
pages = {9--15},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/T2FUZZ.2011.5949553},
doi = {10.1109/T2FUZZ.2011.5949553},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/t2fuzz/SanzPBBFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wilf/GactoAH11,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
editor = {Anna Maria Fanelli and
Witold Pedrycz and
Alfredo Petrosino},
title = {A Double Axis Classification of Interpretability Measures for Linguistic
Fuzzy Rule-Based Systems},
booktitle = {Fuzzy Logic and Applications - 9th International Workshop, {WILF}
2011, Trani, Italy, August 29-31,2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6857},
pages = {99--106},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23713-3\_13},
doi = {10.1007/978-3-642-23713-3\_13},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wilf/GactoAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/Herrera-ViedmaCPCAH11,
author = {Enrique Herrera{-}Viedma and
Francisco Javier Cabrerizo and
Ignacio J. P{\'{e}}rez and
Manuel J. Cobo and
Sergio Alonso and
Francisco Herrera},
editor = {Ronald R. Yager and
Janusz Kacprzyk and
Gleb Beliakov},
title = {Applying Linguistic {OWA} Operators in Consensus Models under Unbalanced
Linguistic Information},
booktitle = {Recent Developments in the Ordered Weighted Averaging Operators: Theory
and Practice},
series = {Studies in Fuzziness and Soft Computing},
volume = {265},
pages = {167--186},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-17910-5\_9},
doi = {10.1007/978-3-642-17910-5\_9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/Herrera-ViedmaCPCAH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/MolinaLGH10,
author = {Daniel Molina and
Manuel Lozano and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Francisco Herrera},
title = {Memetic Algorithms for Continuous Optimisation Based on Local Search
Chains},
journal = {Evol. Comput.},
volume = {18},
number = {1},
pages = {27--63},
year = {2010},
url = {https://doi.org/10.1162/evco.2010.18.1.18102},
doi = {10.1162/EVCO.2010.18.1.18102},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/MolinaLGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PurisBH10,
author = {Amilkar Puris and
Rafael Bello and
Francisco Herrera},
title = {Analysis of the efficacy of a Two-Stage methodology for ant colony
optimization: Case of study with {TSP} and {QAP}},
journal = {Expert Syst. Appl.},
volume = {37},
number = {7},
pages = {5443--5453},
year = {2010},
url = {https://doi.org/10.1016/j.eswa.2010.02.069},
doi = {10.1016/J.ESWA.2010.02.069},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/PurisBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/LuengoH10,
author = {Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Domains of competence of fuzzy rule based classification systems with
data complexity measures: {A} case of study using a fuzzy hybrid genetic
based machine learning method},
journal = {Fuzzy Sets Syst.},
volume = {161},
number = {1},
pages = {3--19},
year = {2010},
url = {https://doi.org/10.1016/j.fss.2009.04.001},
doi = {10.1016/J.FSS.2009.04.001},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/LuengoH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/FernandezCTSH10,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Calder{\'{o}}n and
Edurne Barrenechea Tartas and
Humberto Bustince Sola and
Francisco Herrera},
title = {Solving multi-class problems with linguistic fuzzy rule based classification
systems based on pairwise learning and preference relations},
journal = {Fuzzy Sets Syst.},
volume = {161},
number = {23},
pages = {3064--3080},
year = {2010},
url = {https://doi.org/10.1016/j.fss.2010.05.016},
doi = {10.1016/J.FSS.2010.05.016},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/FernandezCTSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/Alcala-FdezPBH10,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Nicol{\`{o}} Flugy Pap{\`{e}} and
Andrea Bonarini and
Francisco Herrera},
title = {Analysis of the Effectiveness of the Genetic Algorithms based on Extraction
of Association Rules},
journal = {Fundam. Informaticae},
volume = {98},
number = {1},
pages = {1--14},
year = {2010},
url = {https://doi.org/10.3233/FI-2010-213},
doi = {10.3233/FI-2010-213},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/Alcala-FdezPBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijamc-igi/DerracGH10,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A Survey on Evolutionary Instance Selection and Generation},
journal = {Int. J. Appl. Metaheuristic Comput.},
volume = {1},
number = {1},
pages = {60--92},
year = {2010},
url = {https://doi.org/10.4018/jamc.2010102604},
doi = {10.4018/JAMC.2010102604},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijamc-igi/DerracGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/HerreraM10,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {Special Issue on Decision Support Systems based on Computing with
Words: Applications},
journal = {Int. J. Comput. Intell. Syst.},
volume = {3},
number = {4},
pages = {381},
year = {2010},
url = {https://doi.org/10.1080/18756891.2010.9727708},
doi = {10.1080/18756891.2010.9727708},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/HerreraM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Martinez-LopezR10,
author = {Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Da Ruan and
Francisco Herrera},
title = {Computing with Words in Decision support Systems: An overview on Models
and Applications},
journal = {Int. J. Comput. Intell. Syst.},
volume = {3},
number = {4},
pages = {382--395},
year = {2010},
url = {https://doi.org/10.1080/18756891.2010.9727709},
doi = {10.1080/18756891.2010.9727709},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/Martinez-LopezR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/Lopez-HerreraCHH10,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Manuel J. Cobo and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {A bibliometric study about the research based on hybridating the fuzzy
logic field and the other computational intelligent techniques: {A}
visual approach},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {7},
number = {1},
pages = {17--32},
year = {2010},
url = {https://doi.org/10.3233/HIS-2010-0102},
doi = {10.3233/HIS-2010-0102},
timestamp = {Fri, 21 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/Lopez-HerreraCHH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/HerreraML10,
author = {Francisco Herrera and
Francesco Marcelloni and
Vincenzo Loia},
title = {Guest Editors' Introduction},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {18},
number = {4},
year = {2010},
url = {https://doi.org/10.1142/S0218488510006581},
doi = {10.1142/S0218488510006581},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/HerreraML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/BerlangaRJH10,
author = {Francisco Jos{\'{e}} Berlanga and
Antonio Jes{\'{u}}s Rivera Rivas and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {{GP-COACH:} Genetic Programming-based learning of COmpact and ACcurate
fuzzy rule-based classification systems for High-dimensional problems},
journal = {Inf. Sci.},
volume = {180},
number = {8},
pages = {1183--1200},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2009.12.020},
doi = {10.1016/J.INS.2009.12.020},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/BerlangaRJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/FernandezJH10,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {On the 2-tuples based genetic tuning performance for fuzzy rule based
classification systems in imbalanced data-sets},
journal = {Inf. Sci.},
volume = {180},
number = {8},
pages = {1268--1291},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2009.12.014},
doi = {10.1016/J.INS.2009.12.014},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/FernandezJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GarciaFLH10,
author = {Salvador Garc{\'{\i}}a and
Alberto Fern{\'{a}}ndez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {Advanced nonparametric tests for multiple comparisons in the design
of experiments in computational intelligence and data mining: Experimental
analysis of power},
journal = {Inf. Sci.},
volume = {180},
number = {10},
pages = {2044--2064},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2009.12.010},
doi = {10.1016/J.INS.2009.12.010},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GarciaFLH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SanzFSH10,
author = {Jos{\'{e}} Antonio Sanz and
Alberto Fern{\'{a}}ndez and
Humberto Bustince Sola and
Francisco Herrera},
title = {Improving the performance of fuzzy rule-based classification systems
with interval-valued fuzzy sets and genetic amplitude tuning},
journal = {Inf. Sci.},
volume = {180},
number = {19},
pages = {3674--3685},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2010.06.018},
doi = {10.1016/J.INS.2010.06.018},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SanzFSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AlonsoHCH10,
author = {Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Chiclana and
Francisco Herrera},
title = {A web based consensus support system for group decision making problems
and incomplete preferences},
journal = {Inf. Sci.},
volume = {180},
number = {23},
pages = {4477--4495},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2010.08.005},
doi = {10.1016/J.INS.2010.08.005},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/AlonsoHCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/AlonsoCHH10,
author = {Sergio Alonso and
Francisco Javier Cabrerizo and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {\emph{WoS} query partitioner: {A} tool to retrieve very large numbers
of items from the \emph{Web of Science} using different source-based
partitioning approaches},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {61},
number = {8},
pages = {1582--1597},
year = {2010},
url = {https://doi.org/10.1002/asi.21360},
doi = {10.1002/ASI.21360},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/AlonsoCHH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/CabrerizoAHH10,
author = {Francisco Javier Cabrerizo and
Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {q\({}^{\mbox{2}}\)-Index: Quantitative and qualitative evaluation
based on the number and impact of papers in the Hirsch core},
journal = {J. Informetrics},
volume = {4},
number = {1},
pages = {23--28},
year = {2010},
url = {https://doi.org/10.1016/j.joi.2009.06.005},
doi = {10.1016/J.JOI.2009.06.005},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/joi/CabrerizoAHH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/DerracGH10,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Stratified prototype selection based on a steady-state memetic algorithm:
a study of scalability},
journal = {Memetic Comput.},
volume = {2},
number = {3},
pages = {183--199},
year = {2010},
url = {https://doi.org/10.1007/s12293-010-0048-1},
doi = {10.1007/S12293-010-0048-1},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/DerracGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LuengoGH10,
author = {Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A study on the use of imputation methods for experimentation with
Radial Basis Function Network classifiers handling missing attribute
values: The good synergy between RBFNs and EventCovering method},
journal = {Neural Networks},
volume = {23},
number = {3},
pages = {406--418},
year = {2010},
url = {https://doi.org/10.1016/j.neunet.2009.11.014},
doi = {10.1016/J.NEUNET.2009.11.014},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LuengoGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DerracGH10,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {IFS-CoCo: Instance and feature selection based on cooperative coevolution
with nearest neighbor rule},
journal = {Pattern Recognit.},
volume = {43},
number = {6},
pages = {2082--2105},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2009.12.012},
doi = {10.1016/J.PATCOG.2009.12.012},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/DerracGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/AlonsoCVH10,
author = {Sergio Alonso and
Francisco Javier Cabrerizo and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {\emph{hg}-index: a new index to characterize the scientific output
of researchers based on the \emph{h}- and \emph{g}-indices},
journal = {Scientometrics},
volume = {82},
number = {2},
pages = {391--400},
year = {2010},
url = {https://doi.org/10.1007/s11192-009-0047-5},
doi = {10.1007/S11192-009-0047-5},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/AlonsoCVH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/FernandezGLBH10,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Juli{\'{a}}n Luengo and
Ester Bernad{\'{o}}{-}Mansilla and
Francisco Herrera},
title = {Genetics-Based Machine Learning for Rule Induction: State of the Art,
Taxonomy, and Comparative Study},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {14},
number = {6},
pages = {913--941},
year = {2010},
url = {https://doi.org/10.1109/TEVC.2009.2039140},
doi = {10.1109/TEVC.2009.2039140},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/FernandezGLBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/GactoAH10,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Integration of an Index to Preserve the Semantic Interpretability
in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic
Fuzzy Systems},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {18},
number = {3},
pages = {515--531},
year = {2010},
url = {https://doi.org/10.1109/TFUZZ.2010.2041008},
doi = {10.1109/TFUZZ.2010.2041008},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/GactoAH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CarmonaGJH10,
author = {Crist{\'{o}}bal J. Carmona and
Pedro Gonz{\'{a}}lez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {{NMEEF-SD:} Non-dominated Multiobjective Evolutionary Algorithm for
Extracting Fuzzy Rules in Subgroup Discovery},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {18},
number = {5},
pages = {958--970},
year = {2010},
url = {https://doi.org/10.1109/TFUZZ.2010.2060200},
doi = {10.1109/TFUZZ.2010.2060200},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CarmonaGJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/TrigueroGH10,
author = {Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{IPADE:} Iterative Prototype Adjustment for Nearest Neighbor Classification},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {12},
pages = {1984--1990},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2087415},
doi = {10.1109/TNN.2010.2087415},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/TrigueroGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/EspejoVH10,
author = {Pedro G. Espejo and
Sebasti{\'{a}}n Ventura and
Francisco Herrera},
title = {A Survey on the Application of Genetic Programming to Classification},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {C}},
volume = {40},
number = {2},
pages = {121--144},
year = {2010},
url = {https://doi.org/10.1109/TSMCC.2009.2033566},
doi = {10.1109/TSMCC.2009.2033566},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/EspejoVH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaLH10,
author = {Daniel Molina and
Manuel Lozano and
Francisco Herrera},
title = {MA-SW-Chains: Memetic algorithm based on local search chains for large
scale continuous global optimization},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586034},
doi = {10.1109/CEC.2010.5586034},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MolinaLH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TrigueroGH10,
author = {Isaac Triguero and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A preliminary study on the use of differential evolution for adjusting
the position of examples in nearest neighbor classification},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586477},
doi = {10.1109/CEC.2010.5586477},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TrigueroGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ChavezFAAHO10,
author = {Francisco Ch{\'{a}}vez de la O and
Francisco Fern{\'{a}}ndez and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Rafael Alcal{\'{a}} and
Francisco Herrera and
Gustavo Olague},
title = {Genetic tuning of a laser pointer environment control device system
for handicapped people with fuzzy systems},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584876},
doi = {10.1109/FUZZY.2010.5584876},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ChavezFAAHO10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/LuengoH10,
author = {Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {An extraction method for the characterization of the Fuzzy Rule Based
Classification Systems' behavior using data complexity measures: {A}
case of study with {FH-GBML}},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584810},
doi = {10.1109/FUZZY.2010.5584810},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/LuengoH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/SanzFSH10,
author = {Jos{\'{e}} Antonio Sanz and
Alberto Fern{\'{a}}ndez and
Humberto Bustince Sola and
Francisco Herrera},
title = {A genetic algorithm for tuning fuzzy rule-based classification systems
with Interval-Valued Fuzzy Sets},
booktitle = {{FUZZ-IEEE} 2010, {IEEE} International Conference on Fuzzy Systems,
Barcelona, Spain, 18-23 July, 2010, Proceedings},
pages = {1--3},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/FUZZY.2010.5584097},
doi = {10.1109/FUZZY.2010.5584097},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/SanzFSH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/Alcala-FdezAH10,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {A fuzzy associative classification system with genetic rule selection
for high-dimensional problems},
booktitle = {4th {IEEE} International Workshop on Genetic and Evolutionary Fuzzy
Systems, {GEFS} 2010, Mieres, Spain, March 17-19, 2010},
pages = {33--38},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/GEFS.2010.5454160},
doi = {10.1109/GEFS.2010.5454160},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gefs/Alcala-FdezAH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/FernandezJH10,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Analysing the Hierarchical Fuzzy Rule Based Classification Systems
with genetic rule selection},
booktitle = {4th {IEEE} International Workshop on Genetic and Evolutionary Fuzzy
Systems, {GEFS} 2010, Mieres, Spain, March 17-19, 2010},
pages = {69--74},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/GEFS.2010.5454155},
doi = {10.1109/GEFS.2010.5454155},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gefs/FernandezJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/DerracGH10,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Devrim {\"{U}}nay and
Zehra {\c{C}}ataltepe and
Selim Aksoy},
title = {IFS-CoCo in the Landscape Contest: Description and Results},
booktitle = {Recognizing Patterns in Signals, Speech, Images and Videos - {ICPR}
2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports},
series = {Lecture Notes in Computer Science},
volume = {6388},
pages = {56--65},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17711-8\_6},
doi = {10.1007/978-3-642-17711-8\_6},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/DerracGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/GactoAH10,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Analysis of the Performance of a Semantic Interpretability-Based Tuning
and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective
Evolutionary Algorithm},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6097},
pages = {228--238},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13025-0\_25},
doi = {10.1007/978-3-642-13025-0\_25},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/GactoAH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/GarciaDTCH10,
author = {Salvador Garc{\'{\i}}a and
Joaqu{\'{\i}}n Derrac and
Isaac Triguero and
Crist{\'{o}}bal J. Carmona and
Francisco Herrera},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {A Preliminary Study on the Selection of Generalized Instances for
Imbalanced Classification},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6096},
pages = {601--610},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13022-9\_60},
doi = {10.1007/978-3-642-13022-9\_60},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/GarciaDTCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/FernandezJH10,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Eyke H{\"{u}}llermeier and
Rudolf Kruse and
Frank Hoffmann},
title = {Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based
Classification Systems Based on Pairwise Learning},
booktitle = {Computational Intelligence for Knowledge-Based Systems Design, 13th
International Conference on Information Processing and Management
of Uncertainty, {IPMU} 2010, Dortmund, Germany, June 28 - July 2,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6178},
pages = {89--98},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14049-5\_10},
doi = {10.1007/978-3-642-14049-5\_10},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/FernandezJH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/VillarFH10,
author = {Pedro Villar and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
editor = {Eyke H{\"{u}}llermeier and
Rudolf Kruse and
Frank Hoffmann},
title = {A Genetic Algorithm for Feature Selection and Granularity Learning
in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Theory and Methods - 13th International Conference, {IPMU}
2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part
{I}},
series = {Communications in Computer and Information Science},
volume = {80},
pages = {741--750},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14055-6\_78},
doi = {10.1007/978-3-642-14055-6\_78},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmu/VillarFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Moreno-TorresH10,
author = {Jose G. Moreno{-}Torres and
Francisco Herrera},
title = {A preliminary study on overlapping and data fracture in imbalanced
domains by means of Genetic Programming-based feature extraction},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {501--506},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687214},
doi = {10.1109/ISDA.2010.5687214},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/isda/Moreno-TorresH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/LopezFH10,
author = {Victoria L{\'{o}}pez and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {A first approach for cost-sensitive classification with linguistic
Genetic Fuzzy Systems in imbalanced data-sets},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {676--681},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687187},
doi = {10.1109/ISDA.2010.5687187},
timestamp = {Fri, 01 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/LopezFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iske/SaezLH10,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {A first study on the noise impact in classes for Fuzzy Rule Based
Classification Systems},
booktitle = {2010 {IEEE} International Conference on Intelligent Systems and Knowledge
Engineering, {ISKE} 2010, Hangzhou, China, November 15-16, 2010},
pages = {153--158},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISKE.2010.5680814},
doi = {10.1109/ISKE.2010.5680814},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iske/SaezLH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Chiong10/GarciaCH10,
author = {Salvador Garc{\'{\i}}a and
Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera},
editor = {Raymond Chiong},
title = {A Review on Evolutionary Prototype Selection},
booktitle = {Intelligent Systems for Automated Learning and Adaptation: Emerging
Trends and Applications},
pages = {92--113},
publisher = {{IGI} Global},
year = {2010},
url = {https://doi.org/10.4018/978-1-60566-798-0.ch005},
doi = {10.4018/978-1-60566-798-0.CH005},
timestamp = {Sat, 30 Sep 2023 09:32:36 +0200},
biburl = {https://dblp.org/rec/books/igi/Chiong10/GarciaCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RoblesABH10,
author = {Ignacio Robles and
Rafael Alcal{\'{a}} and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
editor = {Francisco Fern{\'{a}}ndez de Vega and
Erick Cant{\'{u}}{-}Paz},
title = {On the Use of Distributed Genetic Algorithms for the Tuning of Fuzzy
Rule Based-Systems},
booktitle = {Parallel and Distributed Computational Intelligence},
series = {Studies in Computational Intelligence},
volume = {269},
pages = {235--261},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-10675-0\_11},
doi = {10.1007/978-3-642-10675-0\_11},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/RoblesABH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieaaie/2010-1,
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6096},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13022-9},
doi = {10.1007/978-3-642-13022-9},
isbn = {978-3-642-13021-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/2010-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieaaie/2010-2,
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6097},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13025-0},
doi = {10.1007/978-3-642-13025-0},
isbn = {978-3-642-13024-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/2010-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieaaie/2010-3,
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6098},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13033-5},
doi = {10.1007/978-3-642-13033-5},
isbn = {978-3-642-13032-8},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/2010-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/AlcalaAGH09,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
title = {Improving fuzzy logic controllers obtained by experts: a case study
in {HVAC} systems},
journal = {Appl. Intell.},
volume = {31},
number = {1},
pages = {15--30},
year = {2009},
url = {https://doi.org/10.1007/s10489-007-0107-6},
doi = {10.1007/S10489-007-0107-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/AlcalaAGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GarciaFH09,
author = {Salvador Garc{\'{\i}}a and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {Enhancing the effectiveness and interpretability of decision tree
and rule induction classifiers with evolutionary training set selection
over imbalanced problems},
journal = {Appl. Soft Comput.},
volume = {9},
number = {4},
pages = {1304--1314},
year = {2009},
url = {https://doi.org/10.1016/j.asoc.2009.04.004},
doi = {10.1016/J.ASOC.2009.04.004},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/GarciaFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/GarciaH09,
author = {Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Evolutionary Undersampling for Classification with Imbalanced Datasets:
Proposals and Taxonomy},
journal = {Evol. Comput.},
volume = {17},
number = {3},
pages = {275--306},
year = {2009},
url = {https://doi.org/10.1162/evco.2009.17.3.275},
doi = {10.1162/EVCO.2009.17.3.275},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/GarciaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RomeroGVJH09,
author = {Crist{\'{o}}bal Romero and
Pedro Gonz{\'{a}}lez and
Sebasti{\'{a}}n Ventura and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Evolutionary algorithms for subgroup discovery in e-learning: {A}
practical application using Moodle data},
journal = {Expert Syst. Appl.},
volume = {36},
number = {2},
pages = {1632--1644},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2007.11.026},
doi = {10.1016/J.ESWA.2007.11.026},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/RomeroGVJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LuengoGH09,
author = {Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A study on the use of statistical tests for experimentation with neural
networks: Analysis of parametric test conditions and non-parametric
tests},
journal = {Expert Syst. Appl.},
volume = {36},
number = {4},
pages = {7798--7808},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2008.11.041},
doi = {10.1016/J.ESWA.2008.11.041},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LuengoGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/FernandezJH09,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {On the influence of an adaptive inference system in fuzzy rule based
classification systems for imbalanced data-sets},
journal = {Expert Syst. Appl.},
volume = {36},
number = {6},
pages = {9805--9812},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.02.048},
doi = {10.1016/J.ESWA.2009.02.048},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/FernandezJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/RoblesABH09,
author = {Ignacio Robles and
Rafael Alcal{\'{a}} and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {Evolutionary parallel and gradually distributed lateral tuning of
fuzzy rule-based systems},
journal = {Evol. Intell.},
volume = {2},
number = {1-2},
pages = {5--19},
year = {2009},
url = {https://doi.org/10.1007/s12065-009-0025-0},
doi = {10.1007/S12065-009-0025-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/RoblesABH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fodm/HerreraHAC09,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Sergio Alonso and
Francisco Chiclana},
title = {Computing with words and decision making},
journal = {Fuzzy Optim. Decis. Mak.},
volume = {8},
number = {4},
pages = {323--324},
year = {2009},
url = {https://doi.org/10.1007/s10700-009-9069-y},
doi = {10.1007/S10700-009-9069-Y},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fodm/HerreraHAC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fodm/HerreraACH09,
author = {Francisco Herrera and
Sergio Alonso and
Francisco Chiclana and
Enrique Herrera{-}Viedma},
title = {Computing with words in decision making: foundations, trends and prospects},
journal = {Fuzzy Optim. Decis. Mak.},
volume = {8},
number = {4},
pages = {337--364},
year = {2009},
url = {https://doi.org/10.1007/s10700-009-9065-2},
doi = {10.1007/S10700-009-9065-2},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fodm/HerreraACH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/Alcala-FdezAGH09,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Rafael Alcal{\'{a}} and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
title = {Learning the membership function contexts for mining fuzzy association
rules by using genetic algorithms},
journal = {Fuzzy Sets Syst.},
volume = {160},
number = {7},
pages = {905--921},
year = {2009},
url = {https://doi.org/10.1016/j.fss.2008.05.012},
doi = {10.1016/J.FSS.2008.05.012},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/Alcala-FdezAGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/Lopez-HerreraHH09,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Applying multi-objective evolutionary algorithms to the automatic
learning of extended Boolean queries in fuzzy ordinal linguistic information
retrieval systems},
journal = {Fuzzy Sets Syst.},
volume = {160},
number = {15},
pages = {2192--2205},
year = {2009},
url = {https://doi.org/10.1016/j.fss.2009.02.013},
doi = {10.1016/J.FSS.2009.02.013},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/Lopez-HerreraHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/GarciaMLH09,
author = {Salvador Garc{\'{\i}}a and
Daniel Molina and
Manuel Lozano and
Francisco Herrera},
title = {A study on the use of non-parametric tests for analyzing the evolutionary
algorithms' behaviour: a case study on the CEC'2005 Special Session
on Real Parameter Optimization},
journal = {J. Heuristics},
volume = {15},
number = {6},
pages = {617--644},
year = {2009},
url = {https://doi.org/10.1007/s10732-008-9080-4},
doi = {10.1007/S10732-008-9080-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/heuristics/GarciaMLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/FernandezJH09,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Hierarchical fuzzy rule based classification systems with genetic
rule selection for imbalanced data-sets},
journal = {Int. J. Approx. Reason.},
volume = {50},
number = {3},
pages = {561--577},
year = {2009},
url = {https://doi.org/10.1016/j.ijar.2008.11.004},
doi = {10.1016/J.IJAR.2008.11.004},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/FernandezJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/XhafaHK09,
author = {Fatos Xhafa and
Francisco Herrera and
Mario K{\"{o}}ppen},
title = {Special issue: Data mining and hybrid intelligent systems},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {6},
number = {2},
pages = {67},
year = {2009},
url = {https://doi.org/10.3233/HIS-2009-0086},
doi = {10.3233/HIS-2009-0086},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/XhafaHK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/AlonsoCCHH09,
author = {Sergio Alonso and
Francisco Javier Cabrerizo and
Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Group decision making with incomplete fuzzy linguistic preference
relations},
journal = {Int. J. Intell. Syst.},
volume = {24},
number = {2},
pages = {201--222},
year = {2009},
url = {https://doi.org/10.1002/int.20332},
doi = {10.1002/INT.20332},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/AlonsoCCHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/SanchezLVH09,
author = {Ana M. S{\'{a}}nchez and
Manuel Lozano and
Pedro Villar and
Francisco Herrera},
title = {Hybrid crossover operators with multiple descendents for real-coded
genetic algorithms: Combining neighborhood-based crossover operators},
journal = {Int. J. Intell. Syst.},
volume = {24},
number = {5},
pages = {540--567},
year = {2009},
url = {https://doi.org/10.1002/int.20348},
doi = {10.1002/INT.20348},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/SanchezLVH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/AlonsoHCH09,
author = {Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Chiclana and
Francisco Herrera},
title = {Individual and Social Strategies to Deal with Ignorance Situations
in Multi-Person Decision Making},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {8},
number = {2},
pages = {313--333},
year = {2009},
url = {https://doi.org/10.1142/S0219622009003417},
doi = {10.1142/S0219622009003417},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijitdm/AlonsoHCH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/GarciaCBH09,
author = {Salvador Garc{\'{\i}}a and
Jos{\'{e}} Ram{\'{o}}n Cano and
Ester Bernad{\'{o}}{-}Mansilla and
Francisco Herrera},
title = {Diagnose Effective Evolutionary Prototype Selection Using an Overlapping
Measure},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {23},
number = {8},
pages = {1527--1548},
year = {2009},
url = {https://doi.org/10.1142/S0218001409007727},
doi = {10.1142/S0218001409007727},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/GarciaCBH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ires/Lopez-HerreraCHHBJ09,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Manuel J. Cobo and
Enrique Herrera{-}Viedma and
Francisco Herrera and
Rafael Bail{\'{o}}n{-}Moreno and
Evaristo Jim{\'{e}}nez{-}Contreras},
title = {Visualization and evolution of the scientific structure of fuzzy sets
research in Spain},
journal = {Inf. Res.},
volume = {14},
number = {4},
year = {2009},
url = {http://www.informationr.net/ir/14-4/paper421.html},
timestamp = {Wed, 22 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ires/Lopez-HerreraCHHBJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MartinezRHHW09,
author = {Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Da Ruan and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Paul P. Wang},
title = {Linguistic decision making: Tools and applications},
journal = {Inf. Sci.},
volume = {179},
number = {14},
pages = {2297--2298},
year = {2009},
url = {https://doi.org/10.1016/j.ins.2008.12.017},
doi = {10.1016/J.INS.2008.12.017},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MartinezRHHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/SanchezMGHH09,
author = {Pedro J. S{\'{a}}nchez and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {A fuzzy model to evaluate the suitability of installing an enterprise
resource planning system},
journal = {Inf. Sci.},
volume = {179},
number = {14},
pages = {2333--2341},
year = {2009},
url = {https://doi.org/10.1016/j.ins.2008.12.020},
doi = {10.1016/J.INS.2008.12.020},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/SanchezMGHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/Lopez-HerreraHH09,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {A study of the use of multi-objective evolutionary algorithms to learn
Boolean queries: {A} comparative study},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {60},
number = {6},
pages = {1192--1207},
year = {2009},
url = {https://doi.org/10.1002/asi.21060},
doi = {10.1002/ASI.21060},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jasis/Lopez-HerreraHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/AlonsoCHH09,
author = {Sergio Alonso and
Francisco Javier Cabrerizo and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {h-Index: {A} review focused in its variants, computation and standardization
for different scientific fields},
journal = {J. Informetrics},
volume = {3},
number = {4},
pages = {273--289},
year = {2009},
url = {https://doi.org/10.1016/j.joi.2009.04.001},
doi = {10.1016/J.JOI.2009.04.001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/joi/AlonsoCHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Alcala-FdezSGJVGORBRFH09,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Luciano S{\'{a}}nchez and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Sebasti{\'{a}}n Ventura and
Josep Maria Garrell i Guiu and
Jos{\'{e}} Otero and
Crist{\'{o}}bal Romero and
Jaume Bacardit and
V{\'{\i}}ctor M. Rivas and
Juan Carlos Fern{\'{a}}ndez and
Francisco Herrera},
title = {{KEEL:} a software tool to assess evolutionary algorithms for data
mining problems},
journal = {Soft Comput.},
volume = {13},
number = {3},
pages = {307--318},
year = {2009},
url = {https://doi.org/10.1007/s00500-008-0323-y},
doi = {10.1007/S00500-008-0323-Y},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Alcala-FdezSGJVGORBRFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GactoAH09,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Adaptation and application of multi-objective evolutionary algorithms
for rule reduction and parameter tuning of fuzzy rule-based systems},
journal = {Soft Comput.},
volume = {13},
number = {5},
pages = {419--436},
year = {2009},
url = {https://doi.org/10.1007/s00500-008-0359-z},
doi = {10.1007/S00500-008-0359-Z},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/GactoAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GarciaFLH09,
author = {Salvador Garc{\'{\i}}a and
Alberto Fern{\'{a}}ndez and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {A study of statistical techniques and performance measures for genetics-based
machine learning: accuracy and interpretability},
journal = {Soft Comput.},
volume = {13},
number = {10},
pages = {959--977},
year = {2009},
url = {https://doi.org/10.1007/s00500-008-0392-y},
doi = {10.1007/S00500-008-0392-Y},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/GarciaFLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ChiclanaHAH09,
author = {Francisco Chiclana and
Enrique Herrera{-}Viedma and
Sergio Alonso and
Francisco Herrera},
title = {Cardinal Consistency of Reciprocal Preference Relations: {A} Characterization
of Multiplicative Transitivity},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {17},
number = {1},
pages = {14--23},
year = {2009},
url = {https://doi.org/10.1109/TFUZZ.2008.2008028},
doi = {10.1109/TFUZZ.2008.2008028},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/ChiclanaHAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AlcalaDHLM09,
author = {Rafael Alcal{\'{a}} and
Pietro Ducange and
Francisco Herrera and
Beatrice Lazzerini and
Francesco Marcelloni},
title = {A Multiobjective Evolutionary Approach to Concurrently Learn Rule
and Data Bases of Linguistic Fuzzy-Rule-Based Systems},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {17},
number = {5},
pages = {1106--1122},
year = {2009},
url = {https://doi.org/10.1109/TFUZZ.2009.2023113},
doi = {10.1109/TFUZZ.2009.2023113},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/AlcalaDHLM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaLH09,
author = {Daniel Molina and
Manuel Lozano and
Francisco Herrera},
title = {Memetic algorithm with Local search chaining for large scale continuous
optimization problems},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {830--837},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983031},
doi = {10.1109/CEC.2009.4983031},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MolinaLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/FernandezBJH09,
author = {Alberto Fern{\'{a}}ndez and
Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Jo{\~{a}}o Paulo Carvalho and
Didier Dubois and
Uzay Kaymak and
Jo{\~{a}}o Miguel da Costa Sousa},
title = {Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using
Genetic Programming for Highly Imbalanced Data-Sets},
booktitle = {Proceedings of the Joint 2009 International Fuzzy Systems Association
World Congress and 2009 European Society of Fuzzy Logic and Technology
Conference, Lisbon, Portugal, July 20-24, 2009},
pages = {42--47},
year = {2009},
url = {http://www.eusflat.org/proceedings/IFSA-EUSFLAT\_2009/pdf/tema\_0042.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/FernandezBJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/LuengoH09,
author = {Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Jo{\~{a}}o Paulo Carvalho and
Didier Dubois and
Uzay Kaymak and
Jo{\~{a}}o Miguel da Costa Sousa},
title = {On the use of Measures of Separability of Classes to Characterise
the Domains of Competence of a Fuzzy Rule Based Classification System},
booktitle = {Proceedings of the Joint 2009 International Fuzzy Systems Association
World Congress and 2009 European Society of Fuzzy Logic and Technology
Conference, Lisbon, Portugal, July 20-24, 2009},
pages = {1027--1032},
year = {2009},
url = {http://www.eusflat.org/proceedings/IFSA-EUSFLAT\_2009/pdf/tema\_1027.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/LuengoH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/GactoAH09,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
editor = {Jo{\~{a}}o Paulo Carvalho and
Didier Dubois and
Uzay Kaymak and
Jo{\~{a}}o Miguel da Costa Sousa},
title = {A Multiobjective Evolutionary Algorithm for Tuning Fuzzy Rule Based
Systems with Measures for Preserving Interpretability},
booktitle = {Proceedings of the Joint 2009 International Fuzzy Systems Association
World Congress and 2009 European Society of Fuzzy Logic and Technology
Conference, Lisbon, Portugal, July 20-24, 2009},
pages = {1146--1151},
year = {2009},
url = {http://www.eusflat.org/proceedings/IFSA-EUSFLAT\_2009/pdf/tema\_1146.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/GactoAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/RoblesABH09,
author = {Ignacio Robles and
Rafael Alcal{\'{a}} and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
editor = {Jo{\~{a}}o Paulo Carvalho and
Didier Dubois and
Uzay Kaymak and
Jo{\~{a}}o Miguel da Costa Sousa},
title = {Distributed Genetic Tuning of Fuzzy Rule-Based Systems},
booktitle = {Proceedings of the Joint 2009 International Fuzzy Systems Association
World Congress and 2009 European Society of Fuzzy Logic and Technology
Conference, Lisbon, Portugal, July 20-24, 2009},
pages = {1740--1744},
year = {2009},
url = {http://www.eusflat.org/proceedings/IFSA-EUSFLAT\_2009/pdf/tema\_1740.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/RoblesABH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/VillarFH09,
author = {Pedro Villar and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
title = {A genetic learning of the fuzzy rule-based classification system granularity
for highly imbalanced data-sets},
booktitle = {{FUZZ-IEEE} 2009, {IEEE} International Conference on Fuzzy Systems,
Jeju Island, Korea, 20-24 August 2009, Proceedings},
pages = {1689--1694},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/FUZZY.2009.5277304},
doi = {10.1109/FUZZY.2009.5277304},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/VillarFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/CarmonaGJH09,
author = {Crist{\'{o}}bal J. Carmona and
Pedro Gonz{\'{a}}lez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {An analysis of evolutionary algorithms with different types of fuzzy
rules in subgroup discovery},
booktitle = {{FUZZ-IEEE} 2009, {IEEE} International Conference on Fuzzy Systems,
Jeju Island, Korea, 20-24 August 2009, Proceedings},
pages = {1706--1711},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/FUZZY.2009.5277412},
doi = {10.1109/FUZZY.2009.5277412},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/CarmonaGJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlcalaNHI09,
author = {Rafael Alcal{\'{a}} and
Yusuke Nojima and
Francisco Herrera and
Hisao Ishibuchi},
title = {Generating single granularity-based fuzzy classification rules for
multiobjective genetic fuzzy rule selection},
booktitle = {{FUZZ-IEEE} 2009, {IEEE} International Conference on Fuzzy Systems,
Jeju Island, Korea, 20-24 August 2009, Proceedings},
pages = {1718--1723},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/FUZZY.2009.5277369},
doi = {10.1109/FUZZY.2009.5277369},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlcalaNHI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MolinaLH09,
author = {Daniel Molina and
Manuel Lozano and
Francisco Herrera},
editor = {Franz Rothlauf},
title = {A memetic algorithm using local search chaining forblack-box optimization
benchmarking 2009 for noise free functions},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2255--2262},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570314},
doi = {10.1145/1570256.1570314},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MolinaLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MolinaLH09a,
author = {Daniel Molina and
Manuel Lozano and
Francisco Herrera},
editor = {Franz Rothlauf},
title = {A memetic algorithm using local search chaining for black-box optimization
benchmarking 2009 for noisy functions},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2359--2366},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570329},
doi = {10.1145/1570256.1570329},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MolinaLH09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/DerracGH09,
author = {Joaqu{\'{\i}}n Derrac and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {A First Study on the Use of Coevolutionary Algorithms for Instance
and Feature Selection},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {557--564},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_67},
doi = {10.1007/978-3-642-02319-4\_67},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/DerracGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CarmonaGJH09,
author = {Crist{\'{o}}bal J. Carmona and
Pedro Gonz{\'{a}}lez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy
Rules Extraction for Subgroup Discovery},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {573--580},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_69},
doi = {10.1007/978-3-642-02319-4\_69},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/CarmonaGJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SanzFSH09,
author = {Jos{\'{e}} Antonio Sanz and
Alberto Fern{\'{a}}ndez and
Humberto Bustince Sola and
Francisco Herrera},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic
Tuning for Classification with Imbalanced Data-Sets},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {581--588},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_70},
doi = {10.1007/978-3-642-02319-4\_70},
timestamp = {Thu, 07 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/SanzFSH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/PapeABH09,
author = {Nicol{\`{o}} Flugy Pap{\`{e}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Andrea Bonarini and
Francisco Herrera},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Evolutionary Extraction of Association Rules: {A} Preliminary Study
on their Effectiveness},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {646--653},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_78},
doi = {10.1007/978-3-642-02319-4\_78},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/PapeABH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/FernandezLDAH09,
author = {Alberto Fern{\'{a}}ndez and
Juli{\'{a}}n Luengo and
Joaqu{\'{\i}}n Derrac and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
editor = {Emilio Corchado and
Hujun Yin},
title = {Implementation and Integration of Algorithms into the {KEEL} Data-Mining
Software Tool},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
10th International Conference, Burgos, Spain, September 23-26, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5788},
pages = {562--569},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04394-9\_68},
doi = {10.1007/978-3-642-04394-9\_68},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/FernandezLDAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/GactoAH09,
author = {Mar{\'{\i}}a Jos{\'{e}} Gacto and
Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Handling High-Dimensional Regression Problems by Means of an Efficient
Multi-Objective Evolutionary Algorithm},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {109--114},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.214},
doi = {10.1109/ISDA.2009.214},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/GactoAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/GarciaDLH09,
author = {Salvador Garc{\'{\i}}a and
Joaqu{\'{\i}}n Derrac and
Juli{\'{a}}n Luengo and
Francisco Herrera},
title = {A First Approach to Nearest Hyperrectangle Selection by Evolutionary
Algorithms},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {517--522},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.238},
doi = {10.1109/ISDA.2009.238},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/GarciaDLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/LuengoFGH09,
author = {Juli{\'{a}}n Luengo and
Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Addressing Data-Complexity for Imbalanced Data-Sets: {A} Preliminary
Study on the Use of Preprocessing for {C4.5}},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {523--528},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.233},
doi = {10.1109/ISDA.2009.233},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/LuengoFGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/MolinaLH09,
author = {Daniel Molina and
Manuel Lozano and
Francisco Herrera},
title = {Memetic Algorithm with Local Search Chaining for Continuous Optimization
Problems: {A} Scalability Test},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {1068--1073},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.143},
doi = {10.1109/ISDA.2009.143},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/MolinaLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Perez-GodoyRFJH09,
author = {M. Dolores P{\'{e}}rez{-}Godoy and
Antonio Jes{\'{u}}s Rivera Rivas and
Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Joan Cabestany and
Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Juan M. Corchado},
title = {A Preliminar Analysis of {CO2RBFN} in Imbalanced Problems},
booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th
International Work-Conference on Artificial Neural Networks, {IWANN}
2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5517},
pages = {57--64},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02478-8\_8},
doi = {10.1007/978-3-642-02478-8\_8},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Perez-GodoyRFJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LuengoH09,
author = {Juli{\'{a}}n Luengo and
Francisco Herrera},
editor = {Joan Cabestany and
Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Juan M. Corchado},
title = {Domains of Competence of Artificial Neural Networks Using Measures
of Separability of Classes},
booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th
International Work-Conference on Artificial Neural Networks, {IWANN}
2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5517},
pages = {81--88},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02478-8\_11},
doi = {10.1007/978-3-642-02478-8\_11},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/LuengoH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/FernandezJH09,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Joan Cabestany and
Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Juan M. Corchado},
title = {Improving the Performance of Fuzzy Rule Based Classification Systems
for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference
System},
booktitle = {Bio-Inspired Systems: Computational and Ambient Intelligence, 10th
International Work-Conference on Artificial Neural Networks, {IWANN}
2009, Salamanca, Spain, June 10-12, 2009. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5517},
pages = {294--301},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02478-8\_37},
doi = {10.1007/978-3-642-02478-8\_37},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/FernandezJH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/MolinaLH09,
author = {Daniel Molina and
Manuel Lozano and
Francisco Herrera},
editor = {Thomas St{\"{u}}tzle},
title = {Study of the Influence of the Local Search Method in Memetic Algorithms
for Large Scale Continuous Optimization Problems},
booktitle = {Learning and Intelligent Optimization, Third International Conference,
{LION} 3, Trento, Italy, January 14-18, 2009. Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5851},
pages = {221--234},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11169-3\_16},
doi = {10.1007/978-3-642-11169-3\_16},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/MolinaLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2009-202,
editor = {Aboul Ella Hassanien and
Ajith Abraham and
Francisco Herrera},
title = {Foundations of Computational Intelligence - Volume 2: Approximate
Reasoning},
series = {Studies in Computational Intelligence},
volume = {202},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01533-5},
doi = {10.1007/978-3-642-01533-5},
isbn = {978-3-642-01532-8},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2009-202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Garcia-MartinezLHMS08,
author = {Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Manuel Lozano and
Francisco Herrera and
Daniel Molina and
Ana M. S{\'{a}}nchez},
title = {Global and local real-coded genetic algorithms based on parent-centric
crossover operators},
journal = {Eur. J. Oper. Res.},
volume = {185},
number = {3},
pages = {1088--1113},
year = {2008},
url = {https://doi.org/10.1016/j.ejor.2006.06.043},
doi = {10.1016/J.EJOR.2006.06.043},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/Garcia-MartinezLHMS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CanoHLG08,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera and
Manuel Lozano and
Salvador Garc{\'{\i}}a},
title = {Making {CN2-SD} subgroup discovery algorithm scalable to large size
data sets using instance selection},
journal = {Expert Syst. Appl.},
volume = {35},
number = {4},
pages = {1949--1965},
year = {2008},
url = {https://doi.org/10.1016/j.eswa.2007.08.083},
doi = {10.1016/J.ESWA.2007.08.083},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CanoHLG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/Herrera08,
author = {Francisco Herrera},
title = {Genetic fuzzy systems: taxonomy, current research trends and prospects},
journal = {Evol. Intell.},
volume = {1},
number = {1},
pages = {27--46},
year = {2008},
url = {https://doi.org/10.1007/s12065-007-0001-5},
doi = {10.1007/S12065-007-0001-5},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/Herrera08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/FernandezGJH08,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A study of the behaviour of linguistic fuzzy rule based classification
systems in the framework of imbalanced data-sets},
journal = {Fuzzy Sets Syst.},
volume = {159},
number = {18},
pages = {2378--2398},
year = {2008},
url = {https://doi.org/10.1016/j.fss.2007.12.023},
doi = {10.1016/J.FSS.2007.12.023},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/FernandezGJH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/AlonsoCHHAP08,
author = {Sergio Alonso and
Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Carlos Porcel},
title = {A consistency-based procedure to estimate missing pairwise preference
values},
journal = {Int. J. Intell. Syst.},
volume = {23},
number = {2},
pages = {155--175},
year = {2008},
url = {https://doi.org/10.1002/int.20262},
doi = {10.1002/INT.20262},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/AlonsoCHHAP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/SanchezLGMH08,
author = {Ana M. S{\'{a}}nchez and
Manuel Lozano and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Daniel Molina and
Francisco Herrera},
title = {Real-parameter crossover operators with multiple descendents: An experimental
study},
journal = {Int. J. Intell. Syst.},
volume = {23},
number = {2},
pages = {246--268},
year = {2008},
url = {https://doi.org/10.1002/int.20258},
doi = {10.1002/INT.20258},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/SanchezLGMH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/ChiclanaHAH08,
author = {Francisco Chiclana and
Enrique Herrera{-}Viedma and
Sergio Alonso and
Francisco Herrera},
title = {Guest Editors' Introduction},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {16},
number = {Supplement-2},
year = {2008},
url = {https://doi.org/10.1142/S0218488508005443},
doi = {10.1142/S0218488508005443},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/ChiclanaHAH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/ChiclanaHAH08a,
author = {Francisco Chiclana and
Enrique Herrera{-}Viedma and
Sergio Alonso and
Francisco Herrera},
title = {A Note on the Estimation of Missing Pairwise Preference Values: a
Uninorm Consistency Based Method},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {16},
number = {Supplement-2},
pages = {19--32},
year = {2008},
url = {https://doi.org/10.1142/S0218488508005467},
doi = {10.1142/S0218488508005467},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/ChiclanaHAH08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LozanoHC08,
author = {Manuel Lozano and
Francisco Herrera and
Jos{\'{e}} Ram{\'{o}}n Cano},
title = {Replacement strategies to preserve useful diversity in steady-state
genetic algorithms},
journal = {Inf. Sci.},
volume = {178},
number = {23},
pages = {4421--4433},
year = {2008},
url = {https://doi.org/10.1016/j.ins.2008.07.031},
doi = {10.1016/J.INS.2008.07.031},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LozanoHC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/AlonsoCCHH08,
author = {Sergio Alonso and
Francisco Javier Cabrerizo and
Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {An Interactive Decision Support System Based on Consistency Criteria},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {14},
number = {3-5},
pages = {371--386},
year = {2008},
url = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-14-number-3-5-2008/mvlsc-14-3-5-p-371-386/},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mvl/AlonsoCCHH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GarciaCH08,
author = {Salvador Garc{\'{\i}}a and
Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera},
title = {A memetic algorithm for evolutionary prototype selection: {A} scaling
up approach},
journal = {Pattern Recognit.},
volume = {41},
number = {8},
pages = {2693--2709},
year = {2008},
url = {https://doi.org/10.1016/j.patcog.2008.02.006},
doi = {10.1016/J.PATCOG.2008.02.006},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/GarciaCH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CanoGH08,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {Subgroup discover in large size data sets preprocessed using stratified
instance selection for increasing the presence of minority classes},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {16},
pages = {2156--2164},
year = {2008},
url = {https://doi.org/10.1016/j.patrec.2008.08.001},
doi = {10.1016/J.PATREC.2008.08.001},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/CanoGH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/Romero-ZalizRCHCZ08,
author = {Roc{\'{\i}}o Romero{-}Z{\'{a}}liz and
Cristina Rubio{-}Escudero and
J. P. Cobb and
Francisco Herrera and
Oscar Cord{\'{o}}n and
Igor Zwir},
title = {A Multiobjective Evolutionary Conceptual Clustering Methodology for
Gene Annotation Within Structural Databases: {A} Case of Study on
the Gene Ontology Database},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {6},
pages = {679--701},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2008.915995},
doi = {10.1109/TEVC.2008.915995},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/Romero-ZalizRCHCZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/HerreraHM08,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {A Fuzzy Linguistic Methodology to Deal With Unbalanced Linguistic
Term Sets},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {16},
number = {2},
pages = {354--370},
year = {2008},
url = {https://doi.org/10.1109/TFUZZ.2007.896353},
doi = {10.1109/TFUZZ.2007.896353},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/HerreraHM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ChiclanaAHH08,
author = {Francisco Chiclana and
Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {Construction of consistent fuzzy preference relations using uninorms},
booktitle = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
Hong Kong, China, 1-6 June, 2008, Proceedings},
pages = {1269--1273},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/FUZZY.2008.4630535},
doi = {10.1109/FUZZY.2008.4630535},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ChiclanaAHH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/Alcala-FdezGBFSJH08,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Salvador Garc{\'{\i}}a and
Francisco Jos{\'{e}} Berlanga and
Alberto Fern{\'{a}}ndez and
Luciano S{\'{a}}nchez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Frank Hoffmann and
Oscar Cord{\'{o}}n and
Plamen P. Angelov and
Frank Klawonn},
title = {{KEEL:} {A} data mining software tool integrating genetic fuzzy systems},
booktitle = {3rd International Workshop on Genetic and Evolving Systems, {GEFS}
2008, Witten-Bommerholz, Germany, March 4-7, 2008},
pages = {83--88},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/GEFS.2008.4484572},
doi = {10.1109/GEFS.2008.4484572},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gefs/Alcala-FdezGBFSJH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gefs/BerlangaJH08,
author = {Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Frank Hoffmann and
Oscar Cord{\'{o}}n and
Plamen P. Angelov and
Frank Klawonn},
title = {A novel genetic cooperative-competitive fuzzy rule based learning
method using genetic programming for high dimensional problems},
booktitle = {3rd International Workshop on Genetic and Evolving Systems, {GEFS}
2008, Witten-Bommerholz, Germany, March 4-7, 2008},
pages = {101--106},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/GEFS.2008.4484575},
doi = {10.1109/GEFS.2008.4484575},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gefs/BerlangaJH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/GarciaH08,
author = {Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Emilio Corchado and
Ajith Abraham and
Witold Pedrycz},
title = {Design of Experiments in Computational Intelligence: On the Use of
Statistical Inference},
booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop,
{HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5271},
pages = {4--14},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87656-4\_3},
doi = {10.1007/978-3-540-87656-4\_3},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/GarciaH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/DucangeAHLM08,
author = {Pietro Ducange and
Rafael Alcal{\'{a}} and
Francisco Herrera and
Beatrice Lazzerini and
Francesco Marcelloni},
editor = {Emilio Corchado and
Ajith Abraham and
Witold Pedrycz},
title = {Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in
a Multi-objective Evolutionary Framework},
booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop,
{HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5271},
pages = {747--754},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87656-4\_92},
doi = {10.1007/978-3-540-87656-4\_92},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/DucangeAHLM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/Lopez-HerreraCHH08,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Manuel J. Cobo and
Enrique Herrera{-}Viedma and
Francisco Herrera},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Visualizing the Hybridizations between the Fuzzy Logic Field and the
Other Soft-Computing Techniques},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {252--257},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.69},
doi = {10.1109/HIS.2008.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/Lopez-HerreraCHH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/FernandezJH08,
author = {Alberto Fern{\'{a}}ndez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {A Short Study on the Use of Genetic 2-Tuples Tuning for Fuzzy Rule
Based Classification Systems in Imbalanced Data-Sets},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {483--488},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.17},
doi = {10.1109/HIS.2008.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/FernandezJH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/GarciaH08,
author = {Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Evolutionary Training Set Selection to Optimize {C4.5} in Imbalanced
Problems},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {567--572},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.67},
doi = {10.1109/HIS.2008.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/GarciaH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hm/MolinaLGH08,
author = {Daniel Molina and
Manuel Lozano and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Francisco Herrera},
editor = {Maria J. Blesa and
Christian Blum and
Carlos Cotta and
Antonio J. Fern{\'{a}}ndez and
Jos{\'{e}} E. Gallardo and
Andrea Roli and
Michael Sampels},
title = {Memetic Algorithm for Intense Local Search Methods Using Local Search
Chains},
booktitle = {Hybrid Metaheuristics, 5th International Workshop, {HM} 2008, M{\'{a}}laga,
Spain, October 8-9, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5296},
pages = {58--71},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88439-2\_5},
doi = {10.1007/978-3-540-88439-2\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hm/MolinaLGH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iske/Lopez-HerreraHH08,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera},
title = {A Multiobjective Evolutionary Algorithm for spam e-mail filtering},
booktitle = {3rd International Conference on Intelligent System and Knowledge Engineering,
{ISKE} 2008, Xiamen, China, November 17-19, 2008},
pages = {366--371},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISKE.2008.4730957},
doi = {10.1109/ISKE.2008.4730957},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iske/Lopez-HerreraHH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/AlcalaAGH08,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
editor = {Ashish Ghosh and
Satchidananda Dehuri and
Susmita Ghosh},
title = {On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter
Tuning and Rule Selection},
booktitle = {Multi-Objective Evolutionary Algorithms for Knowledge Discovery from
Databases},
series = {Studies in Computational Intelligence},
volume = {98},
pages = {91--107},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77467-9\_5},
doi = {10.1007/978-3-540-77467-9\_5},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/AlcalaAGH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/JesusGH08,
author = {Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Pedro Gonz{\'{a}}lez and
Francisco Herrera},
editor = {Humberto Bustince Sola and
Francisco Herrera and
Javier Montero},
title = {Subgroup Discovery with Linguistic Rules},
booktitle = {Fuzzy Sets and Their Extensions: Representation, Aggregation and Models
- Intelligent Systems from Decision Making to Data Mining, Web Intelligence
and Computer Vision},
series = {Studies in Fuzziness and Soft Computing},
volume = {220},
pages = {411--430},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-73723-0\_21},
doi = {10.1007/978-3-540-73723-0\_21},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/JesusGH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/his/2008,
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://ieeexplore.ieee.org/xpl/conhome/4626579/proceeding},
isbn = {978-0-7695-3326-1},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/his/2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sfsc/2008-220,
editor = {Humberto Bustince Sola and
Francisco Herrera and
Javier Montero},
title = {Fuzzy Sets and Their Extensions: Representation, Aggregation and Models
- Intelligent Systems from Decision Making to Data Mining, Web Intelligence
and Computer Vision},
series = {Studies in Fuzziness and Soft Computing},
volume = {220},
publisher = {Springer},
year = {2008},
isbn = {978-3-540-73722-3},
timestamp = {Thu, 14 May 2009 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/2008-220.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/CanoHL07,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera and
Manuel Lozano},
title = {Evolutionary stratified training set selection for extracting classification
rules with trade off precision-interpretability},
journal = {Data Knowl. Eng.},
volume = {60},
number = {1},
pages = {90--108},
year = {2007},
url = {https://doi.org/10.1016/j.datak.2006.01.008},
doi = {10.1016/J.DATAK.2006.01.008},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/CanoHL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Garcia-MartinezCH07,
author = {Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {A taxonomy and an empirical analysis of multiple objective ant colony
optimization algorithms for the bi-criteria {TSP}},
journal = {Eur. J. Oper. Res.},
volume = {180},
number = {1},
pages = {116--148},
year = {2007},
url = {https://doi.org/10.1016/j.ejor.2006.03.041},
doi = {10.1016/J.EJOR.2006.03.041},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/Garcia-MartinezCH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/ChiclanaHHA07,
author = {Francisco Chiclana and
Enrique Herrera{-}Viedma and
Francisco Herrera and
Sergio Alonso},
title = {Some induced ordered weighted averaging operators and their use for
solving group decision-making problems based on fuzzy preference relations},
journal = {Eur. J. Oper. Res.},
volume = {182},
number = {1},
pages = {383--399},
year = {2007},
url = {https://doi.org/10.1016/j.ejor.2006.08.032},
doi = {10.1016/J.EJOR.2006.08.032},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/ChiclanaHHA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CasillasHPJV07,
author = {Jorge Casillas and
Francisco Herrera and
Ra{\'{u}}l P{\'{e}}rez and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Pedro Villar},
title = {Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy
Trade-off},
journal = {Int. J. Approx. Reason.},
volume = {44},
number = {1},
pages = {1--3},
year = {2007},
url = {https://doi.org/10.1016/j.ijar.2006.06.002},
doi = {10.1016/J.IJAR.2006.06.002},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CasillasHPJV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/AlcalaAHO07,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera and
Jos{\'{e}} Otero},
title = {Genetic learning of accurate and compact fuzzy rule based systems
based on the 2-tuples linguistic representation},
journal = {Int. J. Approx. Reason.},
volume = {44},
number = {1},
pages = {45--64},
year = {2007},
url = {https://doi.org/10.1016/j.ijar.2006.02.007},
doi = {10.1016/J.IJAR.2006.02.007},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/AlcalaAHO07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/AlcalaACCH07,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Local identification of prototypes for genetic learning of accurate
{TSK} fuzzy rule-based systems},
journal = {Int. J. Intell. Syst.},
volume = {22},
number = {9},
pages = {909--941},
year = {2007},
url = {https://doi.org/10.1002/int.20232},
doi = {10.1002/INT.20232},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/AlcalaACCH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Alcala-FdezHMP07,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera and
Francisco Alfredo M{\'{a}}rquez and
Antonio Peregr{\'{\i}}n},
title = {Increasing fuzzy rules cooperation based on evolutionary adaptive
inference systems},
journal = {Int. J. Intell. Syst.},
volume = {22},
number = {9},
pages = {1035--1064},
year = {2007},
url = {https://doi.org/10.1002/int.20237},
doi = {10.1002/INT.20237},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/Alcala-FdezHMP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/AlcalaGHA07,
author = {Rafael Alcal{\'{a}} and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez},
title = {A Multi-Objective Genetic Algorithm for Tuning and Rule Selection
to Obtain Accurate and Compact Linguistic Fuzzy Rule-Based Systems},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {15},
number = {5},
pages = {539--557},
year = {2007},
url = {https://doi.org/10.1142/S0218488507004868},
doi = {10.1142/S0218488507004868},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/AlcalaGHA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/AlcalaAGH07,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
title = {Rule Base Reduction and Genetic Tuning of Fuzzy Systems Based on the
Linguistic 3-tuples Representation},
journal = {Soft Comput.},
volume = {11},
number = {5},
pages = {401--419},
year = {2007},
url = {https://doi.org/10.1007/s00500-006-0106-2},
doi = {10.1007/S00500-006-0106-2},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/AlcalaAGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/JesusGHM07,
author = {Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Pedro Gonz{\'{a}}lez and
Francisco Herrera and
Mikel Mesonero},
title = {Evolutionary Fuzzy Rule Induction Process for Subgroup Discovery:
{A} Case Study in Marketing},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {15},
number = {4},
pages = {578--592},
year = {2007},
url = {https://doi.org/10.1109/TFUZZ.2006.890662},
doi = {10.1109/TFUZZ.2006.890662},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/JesusGHM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/AlcalaAH07,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera},
title = {A Proposal for the Genetic Lateral Tuning of Linguistic Fuzzy Systems
and Its Interaction With Rule Selection},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {15},
number = {4},
pages = {616--635},
year = {2007},
url = {https://doi.org/10.1109/TFUZZ.2006.889880},
doi = {10.1109/TFUZZ.2006.889880},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/AlcalaAH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/Herrera-ViedmaACH07,
author = {Enrique Herrera{-}Viedma and
Sergio Alonso and
Francisco Chiclana and
Francisco Herrera},
title = {A Consensus Model for Group Decision Making With Incomplete Fuzzy
Preference Relations},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {15},
number = {5},
pages = {863--877},
year = {2007},
url = {https://doi.org/10.1109/TFUZZ.2006.889952},
doi = {10.1109/TFUZZ.2006.889952},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/Herrera-ViedmaACH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/MarquezPH07,
author = {Francisco Alfredo M{\'{a}}rquez and
Antonio Peregr{\'{\i}}n and
Francisco Herrera},
title = {Cooperative Evolutionary Learning of Linguistic Fuzzy Rules and Parametric
Aggregation Connectors for Mamdani Fuzzy Systems},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {15},
number = {6},
pages = {1162--1178},
year = {2007},
url = {https://doi.org/10.1109/TFUZZ.2007.904121},
doi = {10.1109/TFUZZ.2007.904121},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/MarquezPH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Herrera-ViedmaCHA07,
author = {Enrique Herrera{-}Viedma and
Francisco Chiclana and
Francisco Herrera and
Sergio Alonso},
title = {Group Decision-Making Model With Incomplete Fuzzy Preference Relations
Based on Additive Consistency},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {37},
number = {1},
pages = {176--189},
year = {2007},
url = {https://doi.org/10.1109/TSMCB.2006.875872},
doi = {10.1109/TSMCB.2006.875872},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Herrera-ViedmaCHA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimcdm/JesusGH07,
author = {Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Pedro Gonz{\'{a}}lez and
Francisco Herrera},
title = {Multiobjective Genetic Algorithm for Extracting Subgroup Discovery
Fuzzy Rules},
booktitle = {{IEEE} Symposium on Computational Intelligence in Multicriteria Decision
Making, {MCDM} 2007, Honolulu, Hawaii, USA, April 1-5, 2007},
pages = {50--57},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/MCDM.2007.369416},
doi = {10.1109/MCDM.2007.369416},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cimcdm/JesusGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AguileraCJH07,
author = {Jose Joaquin Aguilera and
Manuel Chica and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Niching Genetic Feature Selection Algorithms Applied to the Design
of Fuzzy Rule-based Classification Systems},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295638},
doi = {10.1109/FUZZY.2007.4295638},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AguileraCJH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlcalaAGH07,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
title = {A Multi-Objective Evolutionary Algorithm for Rule Selection and Tuning
on Fuzzy Rule-Based Systems},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295566},
doi = {10.1109/FUZZY.2007.4295566},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlcalaAGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlcalaAGH07a,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
title = {Genetic Learning of Membership Functions for Mining Fuzzy Association
Rules},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295595},
doi = {10.1109/FUZZY.2007.4295595},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlcalaAGH07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlonsoHCCH07,
author = {Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Javier Cabrerizo and
Francisco Chiclana and
Francisco Herrera},
title = {Visualizing Consensus in Group Decision Making Situations},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295642},
doi = {10.1109/FUZZY.2007.4295642},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlonsoHCCH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/ChiclanaHAH07,
author = {Francisco Chiclana and
Enrique Herrera{-}Viedma and
Sergio Alonso and
Francisco Herrera},
title = {Consistency of Reciprocal Preference Relations},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295524},
doi = {10.1109/FUZZY.2007.4295524},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/ChiclanaHAH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifsa/Lopez-HerreraHHPA07,
author = {Antonio Gabriel L{\'{o}}pez{-}Herrera and
Enrique Herrera{-}Viedma and
Francisco Herrera and
Carlos Porcel and
Sergio Alonso},
editor = {Oscar Castillo and
Patricia Melin and
Oscar Montiel and
Roberto Sep{\'{u}}lveda and
Witold Pedrycz and
Janusz Kacprzyk},
title = {Multi-objective Evolutionary Algorithms in the Automatic Learning
of Boolean Queries: {A} Comparative Study},
booktitle = {Theoretical Advances and Applications of Fuzzy Logic and Soft Computing,
Selection of Papers from {IFSA} 2007},
series = {Advances in Soft Computing},
volume = {42},
pages = {71--80},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72434-6\_8},
doi = {10.1007/978-3-540-72434-6\_8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifsa/Lopez-HerreraHHPA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LuengoGH07,
author = {Juli{\'{a}}n Luengo and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {A Study on the Use of Statistical Tests for Experimentation with Neural
Networks},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {72--79},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_10},
doi = {10.1007/978-3-540-73007-1\_10},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/LuengoGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/FernandezGJH07,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {A Study on the Use of the Fuzzy Reasoning Method Based on the Winning
Rule vs. Voting Procedure for Classification with Imbalanced Data
Sets},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {375--382},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_46},
doi = {10.1007/978-3-540-73007-1\_46},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/FernandezGJH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wilf/FernandezGHJ07,
author = {Alberto Fern{\'{a}}ndez and
Salvador Garc{\'{\i}}a and
Francisco Herrera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
editor = {Francesco Masulli and
Sushmita Mitra and
Gabriella Pasi},
title = {An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic
Rule Based Classification Systems Applied to Problems with Highly
Imbalanced Data Sets},
booktitle = {Applications of Fuzzy Sets Theory, 7th International Workshop on Fuzzy
Logic and Applications, {WILF} 2007, Camogli, Italy, July 7-10, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4578},
pages = {170--178},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73400-0\_21},
doi = {10.1007/978-3-540-73400-0\_21},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wilf/FernandezGHJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CanoHL06,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera and
Manuel Lozano},
title = {On the combination of evolutionary algorithms and stratified strategies
for training set selection in data mining},
journal = {Appl. Soft Comput.},
volume = {6},
number = {3},
pages = {323--332},
year = {2006},
url = {https://doi.org/10.1016/j.asoc.2005.02.006},
doi = {10.1016/J.ASOC.2005.02.006},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/CanoHL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HerreraLM06,
author = {Francisco Herrera and
Manuel Lozano and
Daniel Molina},
title = {Continuous scatter search: An analysis of the integration of some
combination methods and improvement strategies},
journal = {Eur. J. Oper. Res.},
volume = {169},
number = {2},
pages = {450--476},
year = {2006},
url = {https://doi.org/10.1016/j.ejor.2004.08.009},
doi = {10.1016/J.EJOR.2004.08.009},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/HerreraLM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HerreraHMW06,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Paul P. Wang},
title = {Recent advancements of fuzzy sets: Theory and practice},
journal = {Inf. Sci.},
volume = {176},
number = {4},
pages = {349--351},
year = {2006},
url = {https://doi.org/10.1016/j.ins.2005.07.003},
doi = {10.1016/J.INS.2005.07.003},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HerreraHMW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/AlimiH06,
author = {Adel M. Alimi and
Francisco Herrera},
title = {New trends in the fuzzy modeling part {I:} novel approaches},
journal = {Soft Comput.},
volume = {10},
number = {9},
pages = {715--716},
year = {2006},
url = {https://doi.org/10.1007/s00500-005-0001-2},
doi = {10.1007/S00500-005-0001-2},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/AlimiH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/AlcalaACCH06,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Hybrid learning models to get the interpretability-accuracy trade-off
in fuzzy modeling},
journal = {Soft Comput.},
volume = {10},
number = {9},
pages = {717--734},
year = {2006},
url = {https://doi.org/10.1007/s00500-005-0002-1},
doi = {10.1007/S00500-005-0002-1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/AlcalaACCH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/AlimiH06a,
author = {Adel M. Alimi and
Francisco Herrera},
title = {New trends in fuzzy modeling. part {II:} applications},
journal = {Soft Comput.},
volume = {10},
number = {10},
pages = {865},
year = {2006},
url = {https://doi.org/10.1007/s00500-005-0019-5},
doi = {10.1007/S00500-005-0019-5},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/AlimiH06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BerlangaJGH06,
author = {Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
editor = {Leszek Rutkowski and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {A Genetic-Programming-Based Approach for the Learning of Compact Fuzzy
Rule-Based Classification Systems},
booktitle = {Artificial Intelligence and Soft Computing - {ICAISC} 2006, 8th International
Conference, Zakopane, Poland, June 25-29, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4029},
pages = {182--191},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11785231\_20},
doi = {10.1007/11785231\_20},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/BerlangaJGH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/GarciaCH06,
author = {Salvador Garc{\'{\i}}a and
Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {Incorporating Knowledge in Evolutionary Prototype Selection},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {1358--1366},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_161},
doi = {10.1007/11875581\_161},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/GarciaCH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/GarciaCFH06,
author = {Salvador Garc{\'{\i}}a and
Jos{\'{e}} Ram{\'{o}}n Cano and
Alberto Fern{\'{a}}ndez and
Francisco Herrera},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {A Proposal of Evolutionary Prototype Selection for Class Imbalance
Problems},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {1415--1423},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_168},
doi = {10.1007/11875581\_168},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/GarciaCFH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/AlcalaABGH06,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
editor = {Moonis Ali and
Richard Dapoigny},
title = {Genetic Lateral and Amplitude Tuning with Rule Selection for Fuzzy
Control of Heating, Ventilating and Air Conditioning Systems},
booktitle = {Advances in Applied Artificial Intelligence, 19th International Conference
on Industrial, Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2006, Annecy, France, June 27-30, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4031},
pages = {452--461},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11779568\_49},
doi = {10.1007/11779568\_49},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/AlcalaABGH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/BerlangaJGHM06,
author = {Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Pedro Gonz{\'{a}}lez and
Francisco Herrera and
Mikel Mesonero},
editor = {Petra Perner},
title = {Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy
Rules: {A} Case Study in Marketing},
booktitle = {Advances in Data Mining, Applications in Medicine, Web Mining, Marketing,
Image and Signal Mining, 6th Industrial Conference on Data Mining,
{ICDM} 2006, Leipzig, Germany, July 14-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4065},
pages = {337--349},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11790853\_27},
doi = {10.1007/11790853\_27},
timestamp = {Tue, 22 Feb 2022 10:29:40 +0100},
biburl = {https://dblp.org/rec/conf/incdm/BerlangaJGHM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/AlonsoHCHP06,
author = {Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Chiclana and
Francisco Herrera and
Carlos Porcel},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa and
A{\"{\i}}da Valls and
Josep Domingo{-}Ferrer},
title = {Strategies to Manage Ignorance Situations in Multiperson Decision
Making Problems},
booktitle = {Modeling Decisions for Artificial Intelligence, Third International
Conference, {MDAI} 2006, Tarragona, Spain, April 3-5, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3885},
pages = {34--45},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11681960\_6},
doi = {10.1007/11681960\_6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdai/AlonsoHCHP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/AlcalaABGH06,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} Gacto and
Francisco Herrera},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa and
A{\"{\i}}da Valls and
Josep Domingo{-}Ferrer},
title = {Improving Fuzzy Rule-Based Decision Models by Means of a Genetic 2-Tuples
Based Tuning and the Rule Selection},
booktitle = {Modeling Decisions for Artificial Intelligence, Third International
Conference, {MDAI} 2006, Tarragona, Spain, April 3-5, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3885},
pages = {317--328},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11681960\_31},
doi = {10.1007/11681960\_31},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdai/AlcalaABGH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/AlcalaCCGH05,
author = {Rafael Alcal{\'{a}} and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Antonio Gonz{\'{a}}lez and
Francisco Herrera},
title = {A genetic rule weighting and selection process for fuzzy control of
heating, ventilating and air conditioning systems},
journal = {Eng. Appl. Artif. Intell.},
volume = {18},
number = {3},
pages = {279--296},
year = {2005},
url = {https://doi.org/10.1016/j.engappai.2004.09.007},
doi = {10.1016/J.ENGAPPAI.2004.09.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/AlcalaCCGH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HerreraMS05,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Pedro J. S{\'{a}}nchez},
title = {Managing non-homogeneous information in group decision making},
journal = {Eur. J. Oper. Res.},
volume = {166},
number = {1},
pages = {115--132},
year = {2005},
url = {https://doi.org/10.1016/j.ejor.2003.11.031},
doi = {10.1016/J.EJOR.2003.11.031},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/HerreraMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/CasillasCVH05,
author = {Jorge Casillas and
Oscar Cord{\'{o}}n and
I{\~{n}}aki Fern{\'{a}}ndez de Viana and
Francisco Herrera},
title = {Learning cooperative linguistic fuzzy rules using the best-worst ant
system algorithm},
journal = {Int. J. Intell. Syst.},
volume = {20},
number = {4},
pages = {433--452},
year = {2005},
url = {https://doi.org/10.1002/int.2007},
doi = {10.1002/INT.2007},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/CasillasCVH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/MartinezLYH05,
author = {Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Jun Liu and
Jian{-}Bo Yang and
Francisco Herrera},
title = {A multigranular hierarchical linguistic model for design evaluation
based on safety and cost analysis},
journal = {Int. J. Intell. Syst.},
volume = {20},
number = {12},
pages = {1161--1194},
year = {2005},
url = {https://doi.org/10.1002/int.20107},
doi = {10.1002/INT.20107},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/MartinezLYH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CanoHL05,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera and
Manuel Lozano},
title = {Stratification for scaling up evolutionary prototype selection},
journal = {Pattern Recognit. Lett.},
volume = {26},
number = {7},
pages = {953--963},
year = {2005},
url = {https://doi.org/10.1016/j.patrec.2004.09.043},
doi = {10.1016/J.PATREC.2004.09.043},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/CanoHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/HerreraL05,
author = {Francisco Herrera and
Manuel Lozano},
title = {Editorial Real coded genetic algorithms},
journal = {Soft Comput.},
volume = {9},
number = {4},
pages = {223--224},
year = {2005},
url = {https://doi.org/10.1007/s00500-004-0375-6},
doi = {10.1007/S00500-004-0375-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/HerreraL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/HerreraLS05,
author = {Francisco Herrera and
Manuel Lozano and
Ana M. S{\'{a}}nchez},
title = {Hybrid crossover operators for real-coded genetic algorithms: an experimental
study},
journal = {Soft Comput.},
volume = {9},
number = {4},
pages = {280--298},
year = {2005},
url = {https://doi.org/10.1007/s00500-004-0380-9},
doi = {10.1007/S00500-004-0380-9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/HerreraLS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CasillasCJH05,
author = {Jorge Casillas and
Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Genetic tuning of fuzzy rule deep structures preserving interpretability
and its interaction with fuzzy rule set reduction},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {13},
number = {1},
pages = {13--29},
year = {2005},
url = {https://doi.org/10.1109/TFUZZ.2004.839670},
doi = {10.1109/TFUZZ.2004.839670},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CasillasCJH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MolinaHL05,
author = {Daniel Molina and
Francisco Herrera and
Manuel Lozano},
title = {Adaptive local search parameters for real-coded memetic algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {888--895},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554777},
doi = {10.1109/CEC.2005.1554777},
timestamp = {Thu, 16 Dec 2021 13:59:05 +0100},
biburl = {https://dblp.org/rec/conf/cec/MolinaHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/AlonsoHCH05,
author = {Sergio Alonso and
Enrique Herrera{-}Viedma and
Francisco Chiclana and
Francisco Herrera},
editor = {Eduard Montseny and
Pilar Sobrevilla},
title = {An Approach to Consensus Reaching in Multiperson Decision Making Problems
with Incomplete Information},
booktitle = {Proceedings of the Joint 4th Conference of the European Society for
Fuzzy Logic and Technology and the 11th Rencontres Francophones sur
la Logique Floue et ses Applications, Barcelona, Spain, September
7-9, 2005},
pages = {904--909},
publisher = {Universidad Polytecnica de Catalunya},
year = {2005},
url = {http://www.eusflat.org/proceedings/EUSFLAT-LFA\_2005/papers/JEL200.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/AlonsoHCH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/BerlangaJH05,
author = {Francisco Jos{\'{e}} Berlanga and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
editor = {Eduard Montseny and
Pilar Sobrevilla},
title = {Learning compact fuzzy rule-based classification systems with genetic
programming},
booktitle = {Proceedings of the Joint 4th Conference of the European Society for
Fuzzy Logic and Technology and the 11th Rencontres Francophones sur
la Logique Floue et ses Applications, Barcelona, Spain, September
7-9, 2005},
pages = {1027--1032},
publisher = {Universidad Polytecnica de Catalunya},
year = {2005},
url = {http://www.eusflat.org/proceedings/EUSFLAT-LFA\_2005/papers/S103-08.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/BerlangaJH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlcalaAHO05,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Francisco Herrera and
Jos{\'{e}} Otero},
title = {Genetic Learning of the Knowledge Base of a Fuzzy System by Using
the Linguistic 2-Tuples Representation},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2005,
Reno, Nevada, USA, May 22-25, 2005},
pages = {797--802},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/FUZZY.2005.1452496},
doi = {10.1109/FUZZY.2005.1452496},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlcalaAHO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JesusGHM05,
author = {Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Pedro Gonz{\'{a}}lez and
Francisco Herrera and
Mikel Mesonero},
editor = {Da Ruan and
Guoqing Chen and
Etienne E. Kerre and
Geert Wets},
title = {Evolutionary Induction of Descriptive Rules in a Market Problem},
booktitle = {Intelligent Data Mining: Techniques and Applications},
series = {Studies in Computational Intelligence},
volume = {5},
pages = {267--292},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11004011\_14},
doi = {10.1007/11004011\_14},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/JesusGHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Herrera-ViedmaPHML05,
author = {Enrique Herrera{-}Viedma and
Carlos Porcel and
Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Antonio Gabriel L{\'{o}}pez{-}Herrera},
editor = {Da Ruan and
Guoqing Chen and
Etienne E. Kerre and
Geert Wets},
title = {Techniques to Improve Multi-Agent Systems for Searching and Mining
the Web},
booktitle = {Intelligent Data Mining: Techniques and Applications},
series = {Studies in Computational Intelligence},
volume = {5},
pages = {463--486},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11004011\_23},
doi = {10.1007/11004011\_23},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/Herrera-ViedmaPHML05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/LozanoHKM04,
author = {Manuel Lozano and
Francisco Herrera and
Natalio Krasnogor and
Daniel Molina},
title = {Real-Coded Memetic Algorithms with Crossover Hill-Climbing},
journal = {Evol. Comput.},
volume = {12},
number = {3},
pages = {273--302},
year = {2004},
url = {https://doi.org/10.1162/1063656041774983},
doi = {10.1162/1063656041774983},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/LozanoHKM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Herrera-ViedmaHCL04,
author = {Enrique Herrera{-}Viedma and
Francisco Herrera and
Francisco Chiclana and
Mar{\'{\i}}a Luque},
title = {Some issues on consistency of fuzzy preference relations},
journal = {Eur. J. Oper. Res.},
volume = {154},
number = {1},
pages = {98--109},
year = {2004},
url = {https://doi.org/10.1016/S0377-2217(02)00725-7},
doi = {10.1016/S0377-2217(02)00725-7},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/Herrera-ViedmaHCL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CordonGHHM04,
author = {Oscar Cord{\'{o}}n and
Fernando A. C. Gomide and
Francisco Herrera and
Frank Hoffmann and
Luis Magdalena},
title = {Genetic fuzzy systems. New developments},
journal = {Fuzzy Sets Syst.},
volume = {141},
number = {1},
pages = {1--3},
year = {2004},
url = {https://doi.org/10.1016/S0165-0114(03)00110-6},
doi = {10.1016/S0165-0114(03)00110-6},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CordonGHHM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CordonGHHM04a,
author = {Oscar Cord{\'{o}}n and
Fernando A. C. Gomide and
Francisco Herrera and
Frank Hoffmann and
Luis Magdalena},
title = {Ten years of genetic fuzzy systems: current framework and new trends},
journal = {Fuzzy Sets Syst.},
volume = {141},
number = {1},
pages = {5--31},
year = {2004},
url = {https://doi.org/10.1016/S0165-0114(03)00111-8},
doi = {10.1016/S0165-0114(03)00111-8},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CordonGHHM04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/Herrera-ViedmaHMHL04,
author = {Enrique Herrera{-}Viedma and
Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Juan Carlos Herrera and
Antonio Gabriel L{\'{o}}pez{-}Herrera},
title = {Incorporating filtering techniques in a fuzzy linguistic multi-agent
model for information gathering on the web},
journal = {Fuzzy Sets Syst.},
volume = {148},
number = {1},
pages = {61--83},
year = {2004},
url = {https://doi.org/10.1016/j.fss.2004.03.006},
doi = {10.1016/J.FSS.2004.03.006},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/Herrera-ViedmaHMHL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/CordonHMP04,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Francisco Alfredo M{\'{a}}rquez and
Antonio Peregr{\'{\i}}n},
title = {A Study on the Evolutionary Adaptive Defuzzification Methods in Fuzzy
Modeling},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {1},
number = {1},
pages = {36--48},
year = {2004},
url = {http://content.iospress.com/articles/international-journal-of-hybrid-intelligent-systems/his006},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/CordonHMP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/ChiclanaHHA04,
author = {Francisco Chiclana and
Enrique Herrera{-}Viedma and
Francisco Herrera and
Sergio Alonso},
title = {Induced ordered weighted geometric operators and their use in the
aggregation of multiplicative preference relations},
journal = {Int. J. Intell. Syst.},
volume = {19},
number = {3},
pages = {233--255},
year = {2004},
url = {https://doi.org/10.1002/int.10172},
doi = {10.1002/INT.10172},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/ChiclanaHHA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetika/ChiclanaHH04,
author = {Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Rationality of induced ordered weighted operators based on the reliability
of the source of information in group decision-making},
journal = {Kybernetika},
volume = {40},
number = {1},
pages = {121--142},
year = {2004},
url = {http://www.kybernetika.cz/content/2004/1/121},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kybernetika/ChiclanaHH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/Garcia-MartinezCH04,
author = {Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Marco Dorigo and
Mauro Birattari and
Christian Blum and
Luca Maria Gambardella and
Francesco Mondada and
Thomas St{\"{u}}tzle},
title = {An Empirical Analysis of Multiple Objective Ant Colony Optimization
Algorithms for the Bi-criteria {TSP}},
booktitle = {Ant Colony Optimization and Swarm Intelligence, 4th International
Workshop, {ANTS} 2004, Brussels, Belgium, September 5 - 8, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3172},
pages = {61--72},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28646-2\_6},
doi = {10.1007/978-3-540-28646-2\_6},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/antsw/Garcia-MartinezCH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/AlcalaH04,
author = {Rafael Alcal{\'{a}} and
Francisco Herrera},
title = {Genetic tuning on fuzzy systems based on the linguistic 2-tuples representation},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2004,
Budapest, Hungary, July 25-29, 2004},
pages = {233--238},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/FUZZY.2004.1375725},
doi = {10.1109/FUZZY.2004.1375725},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/AlcalaH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdai/AlonsoCHH04,
author = {Sergio Alonso and
Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
editor = {Vicen{\c{c}} Torra and
Yasuo Narukawa},
title = {A Learning Procedure to Estimate Missing Values in Fuzzy Preference
Relations Based on Additive Consistency},
booktitle = {Modeling Decisions for Artificial Intelligence, First International
Conference, {MDAI} 2004, Barcelona, Spain, August 2-4, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3131},
pages = {227--238},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-27774-3\_22},
doi = {10.1007/978-3-540-27774-3\_22},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdai/AlonsoCHH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/BaetsDHHFM03,
author = {Bernard De Baets and
Miguel Delgado and
Francisco Herrera and
Enrique Herrera{-}Viedma and
J{\'{a}}nos C. Fodor and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {Preference modelling and applications: Selected papers from {EUROFUSE}
2001, Granada},
journal = {Fuzzy Sets Syst.},
volume = {137},
number = {1},
pages = {1--2},
year = {2003},
url = {https://doi.org/10.1016/S0165-0114(02)00427-X},
doi = {10.1016/S0165-0114(02)00427-X},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/BaetsDHHFM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/ChiclanaHHM03,
author = {Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {A note on the reciprocity in the aggregation of fuzzy preference relations
using {OWA} operators},
journal = {Fuzzy Sets Syst.},
volume = {137},
number = {1},
pages = {71--83},
year = {2003},
url = {https://doi.org/10.1016/S0165-0114(02)00433-5},
doi = {10.1016/S0165-0114(02)00433-5},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/ChiclanaHHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CordonHZ03,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Igor Zwir},
title = {A hierarchical knowledge-based environment for linguistic modeling:
models and iterative methodology},
journal = {Fuzzy Sets Syst.},
volume = {138},
number = {2},
pages = {307--341},
year = {2003},
url = {https://doi.org/10.1016/S0165-0114(02)00388-3},
doi = {10.1016/S0165-0114(02)00388-3},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CordonHZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/AlcalaCCH03,
author = {Rafael Alcal{\'{a}} and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Linguistic modeling with weighted double-consequent fuzzy rules based
on cooperative coevolutionary learning},
journal = {Integr. Comput. Aided Eng.},
volume = {10},
number = {4},
pages = {343--355},
year = {2003},
url = {https://doi.org/10.3233/ica-2003-10405},
doi = {10.3233/ICA-2003-10405},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icae/AlcalaCCH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/AlcalaCCHVZ03,
author = {Rafael Alcal{\'{a}} and
Jos{\'{e}} Ram{\'{o}}n Cano and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Pedro Villar and
Igor Zwir},
title = {Linguistic modeling with hierarchical systems of weighted linguistic
rules},
journal = {Int. J. Approx. Reason.},
volume = {32},
number = {2-3},
pages = {187--215},
year = {2003},
url = {https://doi.org/10.1016/S0888-613X(02)00083-X},
doi = {10.1016/S0888-613X(02)00083-X},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/AlcalaCCHVZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HerreraLS03,
author = {Francisco Herrera and
Manuel Lozano and
Ana M. S{\'{a}}nchez},
title = {A taxonomy for the crossover operator for real-coded genetic algorithms:
An experimental study},
journal = {Int. J. Intell. Syst.},
volume = {18},
number = {3},
pages = {309--338},
year = {2003},
url = {https://doi.org/10.1002/int.10091},
doi = {10.1002/INT.10091},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/HerreraLS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HerreraHC03,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Francisco Chiclana},
title = {A study of the origin and uses of the ordered weighted geometric operator
in multicriteria decision making},
journal = {Int. J. Intell. Syst.},
volume = {18},
number = {6},
pages = {689--707},
year = {2003},
url = {https://doi.org/10.1002/int.10106},
doi = {10.1002/INT.10106},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/HerreraHC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/BaetsDFHHM03,
author = {Bernard De Baets and
Miguel Delgado and
J{\'{a}}nos C. Fodor and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {Editorial: Preference modeling and applications: {EUROFUSE} 2001},
journal = {Int. J. Intell. Syst.},
volume = {18},
number = {7},
pages = {709--710},
year = {2003},
url = {https://doi.org/10.1002/int.10111},
doi = {10.1002/INT.10111},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/BaetsDFHHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jim/PerezHH03,
author = {Elena P{\'{e}}rez and
Francisco Herrera and
Ces{\'{a}}reo Hern{\'{a}}ndez{-}Iglesias},
title = {Finding multiple solutions in job shop scheduling by niching genetic
algorithms},
journal = {J. Intell. Manuf.},
volume = {14},
number = {3-4},
pages = {323--339},
year = {2003},
url = {https://doi.org/10.1023/A\%3A1024649709582},
doi = {10.1023/A\%3A1024649709582},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jim/PerezHH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/HerreraL03,
author = {Francisco Herrera and
Manuel Lozano},
title = {Fuzzy adaptive genetic algorithms: design, taxonomy, and future directions},
journal = {Soft Comput.},
volume = {7},
number = {8},
pages = {545--562},
year = {2003},
url = {https://doi.org/10.1007/s00500-002-0238-y},
doi = {10.1007/S00500-002-0238-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/HerreraL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/CanoHL03,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Francisco Herrera and
Manuel Lozano},
title = {Using evolutionary algorithms as instance selection for data reduction
in {KDD:} an experimental study},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {7},
number = {6},
pages = {561--575},
year = {2003},
url = {https://doi.org/10.1109/TEVC.2003.819265},
doi = {10.1109/TEVC.2003.819265},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/CanoHL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CordonH03,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Author's reply [to comments on 'A proposal to improve the accuracy
of linguistic modelling']},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {11},
number = {6},
pages = {866--869},
year = {2003},
url = {https://doi.org/10.1109/TFUZZ.2003.819820},
doi = {10.1109/TFUZZ.2003.819820},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CordonH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/CarsePRGGJSCHGWGP03,
author = {Brian Carse and
Anthony G. Pipe and
Ingo Renners and
Adolf Grauel and
Antonio Fernandez G{\'{o}}mez{-}Skarmeta and
Fernando Jim{\'{e}}nez and
Gracia S{\'{a}}nchez and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Fernando A. C. Gomide and
Igor Walter and
Antonio Gonz{\'{a}}lez Mu{\~{n}}oz and
Ra{\'{u}}l P{\'{e}}rez},
editor = {Michael Wagenknecht and
Rainer Hampel},
title = {Current issues and future directions in evolutionary fuzzy systems
research},
booktitle = {Proceedings of the 3rd Conference of the European Society for Fuzzy
Logic and Technology, Zittau, Germany, September 10-12, 2003},
pages = {81--87},
publisher = {University of Applied Sciences at Zittau/G{\"{o}}rlitz, Germany},
year = {2003},
url = {http://www.eusflat.org/proceedings/EUSFLAT\_2003/papers/01master.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/CarsePRGGJSCHGWGP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/HerreraMP03,
author = {Francisco Herrera and
Francisco Alfredo M{\'{a}}rquez and
Antonio Peregr{\'{\i}}n},
editor = {Michael Wagenknecht and
Rainer Hampel},
title = {Genetic adaption of rule connectives and conjunction operators in
fuzzy rule based systems: an experimental comparative study},
booktitle = {Proceedings of the 3rd Conference of the European Society for Fuzzy
Logic and Technology, Zittau, Germany, September 10-12, 2003},
pages = {100--104},
publisher = {University of Applied Sciences at Zittau/G{\"{o}}rlitz, Germany},
year = {2003},
url = {http://www.eusflat.org/proceedings/EUSFLAT\_2003/papers/04Herrera.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/HerreraMP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/AlcalaACCH03,
author = {Rafael Alcal{\'{a}} and
Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Michael Wagenknecht and
Rainer Hampel},
title = {Genetic learning of accurate {TS} models based on local fuzzy prototyping},
booktitle = {Proceedings of the 3rd Conference of the European Society for Fuzzy
Logic and Technology, Zittau, Germany, September 10-12, 2003},
pages = {105--108},
publisher = {University of Applied Sciences at Zittau/G{\"{o}}rlitz, Germany},
year = {2003},
url = {http://www.eusflat.org/proceedings/EUSFLAT\_2003/papers/05alcala.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/AlcalaACCH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/mww/AlcalaCH03,
author = {Rafael Alcal{\'{a}} and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Jonathan Lawry and
James G. Shanahan and
Anca L. Ralescu},
title = {Combining Rule Weight Learning and Rule Selection to Obtain Simpler
and More Accurate Linguistic Fuzzy Models},
booktitle = {Modelling with Words - Learning, Fusion, and Reasoning within a Formal
Linguistic Representation Framework},
series = {Lecture Notes in Computer Science},
volume = {2873},
pages = {44--63},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39906-3\_3},
doi = {10.1007/978-3-540-39906-3\_3},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mww/AlcalaCH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraLR02,
author = {Francisco Herrera and
Enrique L{\'{o}}pez and
Miguel {\'{A}}ngel Rodr{\'{\i}}guez},
title = {A linguistic decision model for promotion mix management solved with
genetic algorithms},
journal = {Fuzzy Sets Syst.},
volume = {131},
number = {1},
pages = {47--61},
year = {2002},
url = {https://doi.org/10.1016/S0165-0114(01)00254-8},
doi = {10.1016/S0165-0114(01)00254-8},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraLR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/ChiclanaHH02,
author = {Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {A note on the internal consistency of various preference representations},
journal = {Fuzzy Sets Syst.},
volume = {131},
number = {1},
pages = {75--78},
year = {2002},
url = {https://doi.org/10.1016/S0165-0114(01)00256-1},
doi = {10.1016/S0165-0114(01)00256-1},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/ChiclanaHH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/CanoCHS02,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Luciano S{\'{a}}nchez},
title = {A greedy randomized adaptive search procedure applied to the clustering
problem as an initialization process using K-Means as a local search
procedure},
journal = {J. Intell. Fuzzy Syst.},
volume = {12},
number = {3-4},
pages = {235--242},
year = {2002},
url = {http://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs00179},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/CanoCHS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/DelgadoHHMMM02,
author = {Miguel Delgado and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Mar{\'{\i}}a J. Mart{\'{\i}}n{-}Bautista and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Mar{\'{\i}}a Amparo Vila Miranda},
title = {A communication model based on the 2-tuple fuzzy linguistic representation
for a distributed intelligent agent system on Internet},
journal = {Soft Comput.},
volume = {6},
number = {5},
pages = {320--328},
year = {2002},
url = {https://doi.org/10.1007/s00500-002-0185-7},
doi = {10.1007/S00500-002-0185-7},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/DelgadoHHMMM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CordonHZ02,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Igor Zwir},
title = {Linguistic modeling by hierarchical systems of linguistic rules},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {10},
number = {1},
pages = {2--20},
year = {2002},
url = {https://doi.org/10.1109/91.983275},
doi = {10.1109/91.983275},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CordonHZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Herrera-ViedmaHC02,
author = {Enrique Herrera{-}Viedma and
Francisco Herrera and
Francisco Chiclana},
title = {A consensus model for multiperson decision making with different preference
structures},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {32},
number = {3},
pages = {394--402},
year = {2002},
url = {https://doi.org/10.1109/TSMCA.2002.802821},
doi = {10.1109/TSMCA.2002.802821},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Herrera-ViedmaHC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/CasillasCH02,
author = {Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {{COR:} a methodology to improve ad hoc data-driven linguistic rule
learning methods by inducing cooperation among rules},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {32},
number = {4},
pages = {526--537},
year = {2002},
url = {https://doi.org/10.1109/TSMCB.2002.1018771},
doi = {10.1109/TSMCB.2002.1018771},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/CasillasCH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antalg/CordonVH02,
author = {Oscar Cord{\'{o}}n and
I{\~{n}}aki Fern{\'{a}}ndez de Viana and
Francisco Herrera},
editor = {Marco Dorigo and
Gianni Di Caro and
Michael Sampels},
title = {Analysis of the Best-Worst Ant System and Its Variants on the {QAP}},
booktitle = {Ant Algorithms, Third International Workshop, {ANTS} 2002, Brussels,
Belgium, September 12-14, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2463},
pages = {228--234},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45724-0\_20},
doi = {10.1007/3-540-45724-0\_20},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/antalg/CordonVH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/CanoCHS02,
author = {Jos{\'{e}} Ram{\'{o}}n Cano and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Luciano S{\'{a}}nchez},
editor = {Francisco J. Garijo and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Miguel Toro},
title = {A {GRASP} Algorithm for Clustering},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American
Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2527},
pages = {214--223},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36131-6\_22},
doi = {10.1007/3-540-36131-6\_22},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/CanoCHS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/AlcalaCCH02,
author = {Rafael Alcal{\'{a}} and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Francisco J. Garijo and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Miguel Toro},
title = {Improving Simple Linguistic Fuzzy Models by Means of the Weighted
{COR} Methodology},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American
Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2527},
pages = {294--302},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36131-6\_30},
doi = {10.1007/3-540-36131-6\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/AlcalaCCH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/CordonHMSV02,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
J. de la Monta{\~{n}}a and
Ana M. S{\'{a}}nchez and
Pedro Villar},
editor = {Francisco J. Garijo and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Miguel Toro},
title = {A Prediction System for Cardiovascularity Diseases Using Genetic Fuzzy
Rule-Based Systems},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American
Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2527},
pages = {381--391},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36131-6\_39},
doi = {10.1007/3-540-36131-6\_39},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iberamia/CordonHMSV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/HerreraLPSV02,
author = {Francisco Herrera and
Manuel Lozano and
Elena P{\'{e}}rez and
Ana M. S{\'{a}}nchez and
Pedro Villar},
editor = {Francisco J. Garijo and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Miguel Toro},
title = {Multiple Crossover per Couple with Selection of the Two Best Offspring:
An Experimental Study with the BLX-alpha Crossover Operator for Real-Coded
Genetic Algorithms},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American
Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2527},
pages = {392--401},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36131-6\_40},
doi = {10.1007/3-540-36131-6\_40},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/HerreraLPSV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/AlcalaCHZ02,
author = {Rafael Alcal{\'{a}} and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Igor Zwir},
title = {Insurance Market Risk Modeling with Hierarchical Fuzzy Rule Based
Systems},
booktitle = {{ICEIS} 2002, Proceedings of the 4st International Conference on Enterprise
Information Systems, Ciudad Real, Spain, April 2-6, 2002},
pages = {325--333},
year = {2002},
timestamp = {Thu, 02 Feb 2017 12:57:48 +0100},
biburl = {https://dblp.org/rec/conf/iceis/AlcalaCHZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/HerreraM02,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {Group Decision Making Based on the Linguistic 2-Tuple Model in Heterogeneous
Contexts},
booktitle = {{ICEIS} 2002, Proceedings of the 4st International Conference on Enterprise
Information Systems, Ciudad Real, Spain, April 2-6, 2002},
pages = {358--366},
year = {2002},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iceis/HerreraM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AlcalaCCHZ02,
author = {Rafael Alcal{\'{a}} and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Igor Zwir},
editor = {Gary B. Lamont and
Hisham Haddad and
George A. Papadopoulos and
Brajendra Panda},
title = {Hybridizing Hierarchical and Weighted Linguistic Rules},
booktitle = {Proceedings of the 2002 {ACM} Symposium on Applied Computing (SAC),
March 10-14, 2002, Madrid, Spain},
pages = {812--816},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/508791.508949},
doi = {10.1145/508791.508949},
timestamp = {Tue, 06 Nov 2018 11:06:47 +0100},
biburl = {https://dblp.org/rec/conf/sac/AlcalaCCHZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/afsat/CordonHHM01,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Frank Hoffmann and
Luis Magdalena},
title = {Genetic Fuzzy Systems - Evolutionary Tuning and Learning of Fuzzy
Knowledge Bases},
series = {Advances in Fuzzy Systems - Applications and Theory},
volume = {19},
publisher = {World Scientific},
year = {2001},
url = {https://doi.org/10.1142/4177},
doi = {10.1142/4177},
isbn = {978-981-02-4016-5},
timestamp = {Thu, 07 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/afsat/CordonHHM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HerreraHC01,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Francisco Chiclana},
title = {Multiperson decision-making based on multiplicative preference relations},
journal = {Eur. J. Oper. Res.},
volume = {129},
number = {2},
pages = {372--385},
year = {2001},
url = {https://doi.org/10.1016/S0377-2217(99)00197-6},
doi = {10.1016/S0377-2217(99)00197-6},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HerreraHC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraLMR01,
author = {Francisco Herrera and
Enrique L{\'{o}}pez and
Cristina Menda{\~{n}}a and
Miguel {\'{A}}ngel Rodr{\'{\i}}guez},
title = {A linguistic decision model for personnel management solved with a
linguistic biobjective genetic algorithm},
journal = {Fuzzy Sets Syst.},
volume = {118},
number = {1},
pages = {47--64},
year = {2001},
url = {https://doi.org/10.1016/S0165-0114(98)00373-X},
doi = {10.1016/S0165-0114(98)00373-X},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/HerreraLMR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CordonH01,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Hybridizing genetic algorithms with sharing scheme and evolution strategies
for designing approximate fuzzy rule-based systems},
journal = {Fuzzy Sets Syst.},
volume = {118},
number = {2},
pages = {235--255},
year = {2001},
url = {https://doi.org/10.1016/S0165-0114(98)00349-2},
doi = {10.1016/S0165-0114(98)00349-2},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CordonH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/ChiclanaHH01,
author = {Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Integrating multiplicative preference relations in a multipurpose
decision-making model based on fuzzy preference relations},
journal = {Fuzzy Sets Syst.},
volume = {122},
number = {2},
pages = {277--291},
year = {2001},
url = {https://doi.org/10.1016/S0165-0114(00)00004-X},
doi = {10.1016/S0165-0114(00)00004-X},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/ChiclanaHH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CordonHZ01,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Igor Zwir},
title = {Fuzzy modeling by hierarchically built fuzzy rule bases},
journal = {Int. J. Approx. Reason.},
volume = {27},
number = {1},
pages = {61--93},
year = {2001},
url = {https://doi.org/10.1016/S0888-613X(01)00034-2},
doi = {10.1016/S0888-613X(01)00034-2},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CordonHZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/HerreraH01,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Guest Editorial - Computing with Words: Foundations and Applications},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {9},
number = {Supplement},
pages = {1--2},
year = {2001},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/HerreraH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/HerreraM01,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {The 2-Tuple Linguistic Computational Model. Advantages of Its Linguistic
Description, Accuracy and Consistency},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {9},
number = {Supplement},
pages = {33--48},
year = {2001},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/HerreraM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CordonHHM01,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Frank Hoffmann and
Luis Magdalena},
title = {Recent advances in genetic fuzzy systems - Guest editorial},
journal = {Inf. Sci.},
volume = {136},
number = {1-4},
pages = {1--5},
year = {2001},
url = {https://doi.org/10.1016/S0020-0255(01)00138-4},
doi = {10.1016/S0020-0255(01)00138-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CordonHHM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CordonHMV01,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Luis Magdalena and
Pedro Villar},
title = {A genetic learning process for the scaling factors, granularity and
contexts of the fuzzy rule-based system data base},
journal = {Inf. Sci.},
volume = {136},
number = {1-4},
pages = {85--107},
year = {2001},
url = {https://doi.org/10.1016/S0020-0255(01)00143-8},
doi = {10.1016/S0020-0255(01)00143-8},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CordonHMV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CasillasCJH01,
author = {Jorge Casillas and
Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Genetic feature selection in a fuzzy rule-based classification system
learning process for high-dimensional problems},
journal = {Inf. Sci.},
volume = {136},
number = {1-4},
pages = {135--157},
year = {2001},
url = {https://doi.org/10.1016/S0020-0255(01)00147-5},
doi = {10.1016/S0020-0255(01)00147-5},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CasillasCJH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jifs/AlcalaCCH01,
author = {Rafael Alcal{\'{a}} and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented
fuzzy rule-based systems},
journal = {J. Intell. Fuzzy Syst.},
volume = {11},
number = {3-4},
pages = {99--119},
year = {2001},
url = {http://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs00147},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/AlcalaCCH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HerreraL01,
author = {Francisco Herrera and
Manuel Lozano},
title = {Adaptive genetic operators based on coevolution with fuzzy behaviors},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {5},
number = {2},
pages = {149--165},
year = {2001},
url = {https://doi.org/10.1109/4235.918435},
doi = {10.1109/4235.918435},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HerreraL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CordonHV01,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Pedro Villar},
title = {Generating the knowledge base of a fuzzy rule-based system by the
genetic learning of the data base},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {9},
number = {4},
pages = {667--674},
year = {2001},
url = {https://doi.org/10.1109/91.940977},
doi = {10.1109/91.940977},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CordonHV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/HerreraM01,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {A model based on linguistic 2-tuples for dealing with multigranular
hierarchical linguistic contexts in multi-expert decision-making},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {31},
number = {2},
pages = {227--234},
year = {2001},
url = {https://doi.org/10.1109/3477.915345},
doi = {10.1109/3477.915345},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/HerreraM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/CasillasCHM01,
author = {Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s},
editor = {Pierre Collet and
Cyril Fonlupt and
Jin{-}Kao Hao and
Evelyne Lutton and
Marc Schoenauer},
title = {Cooperative Coevolution for Learning Fuzzy Rule-Based Systems},
booktitle = {Artificial Evolution, 5th International Conference, Evolution Artificielle,
{EA} 2001, Le Creusot, France, October 29-31, 2001, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {2310},
pages = {311--322},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-46033-0\_25},
doi = {10.1007/3-540-46033-0\_25},
timestamp = {Sun, 12 Nov 2023 02:16:01 +0100},
biburl = {https://dblp.org/rec/conf/ae/CasillasCHM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/CasillasCH01,
author = {Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Jonathan M. Garibaldi and
Robert Ivor John},
title = {A cooperative coevolutionary algorithm for jointly learning fuzzy
rule bases and membership functions},
booktitle = {Proceedings of the 2nd International Conference in Fuzzy Logic and
Technology, Leicester, United Kingdom, September 5-7, 2001},
pages = {118--121},
publisher = {De Montfort University, Leicester, {UK}},
year = {2001},
url = {http://www.eusflat.org/proceedings/EUSFLAT\_2001/papers/118\_Casillas.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/CasillasCH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/AlcalaCCH01,
author = {Rafael Alcal{\'{a}} and
Jorge Casillas and
Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {Jonathan M. Garibaldi and
Robert Ivor John},
title = {Linguistic modeling with weighted double-consequent fuzzy rules based
on cooperative coevolution},
booktitle = {Proceedings of the 2nd International Conference in Fuzzy Logic and
Technology, Leicester, United Kingdom, September 5-7, 2001},
pages = {237--240},
publisher = {De Montfort University, Leicester, {UK}},
year = {2001},
url = {http://www.eusflat.org/proceedings/EUSFLAT\_2001/papers/237\_Alcala.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/AlcalaCCH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/NavioAJGHI01,
author = {M. Nav{\'{\i}}o and
Jose Joaquin Aguilera and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
R. Gonz{\'{a}}lez and
Francisco Herrera and
C. Ir{\'{\i}}bar},
editor = {Jos{\'{e}} Crespo and
Victor Maojo and
Fernando Martin},
title = {Feature Selection Algorithms Applied to Parkinson's Disease},
booktitle = {Medical Data Analysis, Second International Symposium, {ISMDA} 2001,
Madrid, Spain, October 8-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {195--200},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45497-7\_29},
doi = {10.1007/3-540-45497-7\_29},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/NavioAJGHI01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/HerreraL00,
author = {Francisco Herrera and
Manuel Lozano},
title = {Two-Loop Real-Coded Genetic Algorithms with Adaptive Control of Mutation
Step Sizes},
journal = {Appl. Intell.},
volume = {13},
number = {3},
pages = {187--204},
year = {2000},
url = {https://doi.org/10.1023/A:1026531008287},
doi = {10.1023/A:1026531008287},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/HerreraL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/RodriguezARHRD00,
author = {M. Rodr{\'{\i}}guez and
Alejandro Ayala and
Fernando L. Rosa and
Francisco Herrera and
Silvestre Rodr{\'{\i}}guez and
Mario D{\'{\i}}az{-}Gonz{\'{a}}lez},
title = {Portable data acquisition system for {EKG} measurements in marine
environments},
journal = {Comput. Methods Programs Biomed.},
volume = {62},
number = {2},
pages = {145--152},
year = {2000},
url = {https://doi.org/10.1016/S0169-2607(00)00054-7},
doi = {10.1016/S0169-2607(00)00054-7},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/RodriguezARHRD00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HerreraH00,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Choice functions and mechanisms for linguistic preference relations},
journal = {Eur. J. Oper. Res.},
volume = {120},
number = {1},
pages = {144--161},
year = {2000},
url = {https://doi.org/10.1016/S0377-2217(98)00383-X},
doi = {10.1016/S0377-2217(98)00383-X},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HerreraH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CordonHP00,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Antonio Peregr{\'{\i}}n},
title = {Searching for basic properties obtaining robust implication operators
in fuzzy control},
journal = {Fuzzy Sets Syst.},
volume = {111},
number = {2},
pages = {237--251},
year = {2000},
url = {https://doi.org/10.1016/S0165-0114(97)00402-8},
doi = {10.1016/S0165-0114(97)00402-8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CordonHP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraHM00,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {A fusion approach for managing multi-granularity linguistic term sets
in decision making},
journal = {Fuzzy Sets Syst.},
volume = {114},
number = {1},
pages = {43--58},
year = {2000},
url = {https://doi.org/10.1016/S0165-0114(98)00093-1},
doi = {10.1016/S0165-0114(98)00093-1},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/HerreraHM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraH00,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Linguistic decision analysis: steps for solving decision problems
under linguistic information},
journal = {Fuzzy Sets Syst.},
volume = {115},
number = {1},
pages = {67--82},
year = {2000},
url = {https://doi.org/10.1016/S0165-0114(99)00024-X},
doi = {10.1016/S0165-0114(99)00024-X},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CordonHV00,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Pedro Villar},
title = {Analysis and guidelines to obtain a good uniform fuzzy partition granularity
for fuzzy rule-based systems using simulated annealing},
journal = {Int. J. Approx. Reason.},
volume = {25},
number = {3},
pages = {187--215},
year = {2000},
url = {https://doi.org/10.1016/S0888-613X(00)00052-9},
doi = {10.1016/S0888-613X(00)00052-9},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CordonHV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/HerreraM00,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {An Approach for Combining Linguistic and Numerical Information Based
on the 2-Tuple Fuzzy Linguistic Representation Model in Decision-Making},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {8},
number = {5},
pages = {539--562},
year = {2000},
url = {https://doi.org/10.1142/S0218488500000381},
doi = {10.1142/S0218488500000381},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/HerreraM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/HerreraL00,
author = {Francisco Herrera and
Manuel Lozano},
title = {Gradual distributed real-coded genetic algorithms},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {4},
number = {1},
pages = {43--63},
year = {2000},
url = {https://doi.org/10.1109/4235.843494},
doi = {10.1109/4235.843494},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/HerreraL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/CordonH00,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {A proposal for improving the accuracy of linguistic modeling},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {8},
number = {3},
pages = {335--344},
year = {2000},
url = {https://doi.org/10.1109/91.855921},
doi = {10.1109/91.855921},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/CordonH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/HerreraM00,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {A 2-tuple fuzzy linguistic representation model for computing with
words},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {8},
number = {6},
pages = {746--752},
year = {2000},
url = {https://doi.org/10.1109/91.890332},
doi = {10.1109/91.890332},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/HerreraM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/HerreraL00,
author = {Francisco Herrera and
Manuel Lozano},
editor = {Marc Schoenauer and
Kalyanmoy Deb and
G{\"{u}}nter Rudolph and
Xin Yao and
Evelyne Lutton and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Hans{-}Paul Schwefel},
title = {Adaptic Control of the Mutation Probability by Fuzzy Logic Controllers},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VI, 6th International
Conference, Paris, France, September 18-20, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1917},
pages = {335--344},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45356-3\_33},
doi = {10.1007/3-540-45356-3\_33},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/HerreraL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/CordonHS99,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Luciano S{\'{a}}nchez},
title = {Solving Electrical Distribution Problems Using Hybrid Evolutionary
Data Analysis Techniques},
journal = {Appl. Intell.},
volume = {10},
number = {1},
pages = {5--24},
year = {1999},
url = {https://doi.org/10.1023/A:1008384630089},
doi = {10.1023/A:1008384630089},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/CordonHS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HerreraLMR99,
author = {Francisco Herrera and
Enrique L{\'{o}}pez and
Cristina Menda{\~{n}}a and
Miguel {\'{A}}ngel Rodr{\'{\i}}guez},
title = {Solving an assignment-selection problem with verbal information and
using genetic algorithms},
journal = {Eur. J. Oper. Res.},
volume = {119},
number = {2},
pages = {326--337},
year = {1999},
url = {https://doi.org/10.1016/S0377-2217(99)00134-4},
doi = {10.1016/S0377-2217(99)00134-4},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HerreraLMR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CordonJH99,
author = {Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {A proposal on reasoning methods in fuzzy rule-based classification
systems},
journal = {Int. J. Approx. Reason.},
volume = {20},
number = {1},
pages = {21--45},
year = {1999},
url = {https://doi.org/10.1016/S0888-613X(98)10021-X},
doi = {10.1016/S0888-613X(98)10021-X},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CordonJH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HerreraLM99,
author = {Francisco Herrera and
Manuel Lozano and
Claudio Moraga},
title = {Hierarchical distributed genetic algorithms},
journal = {Int. J. Intell. Syst.},
volume = {14},
number = {11},
pages = {1099--1121},
year = {1999},
url = {https://doi.org/10.1002/(SICI)1098-111X(199911)14:11\&\#60;1099::AID-INT3\&\#62;3.0.CO;2-O},
doi = {10.1002/(SICI)1098-111X(199911)14:11\&\#60;1099::AID-INT3\&\#62;3.0.CO;2-O},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/HerreraLM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/CordonJHL99,
author = {Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera and
Manuel Lozano},
title = {{MOGUL:} {A} methodology to obtain genetic fuzzy rule-based systems
under the iterative rule learning approach},
journal = {Int. J. Intell. Syst.},
volume = {14},
number = {11},
pages = {1123--1153},
year = {1999},
url = {https://doi.org/10.1002/(SICI)1098-111X(199911)14:11\&\#60;1123::AID-INT4\&\#62;3.0.CO;2-6},
doi = {10.1002/(SICI)1098-111X(199911)14:11\&\#60;1123::AID-INT4\&\#62;3.0.CO;2-6},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/CordonJHL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/CordonH99,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {A two-stage evolutionary process for designing {TSK} fuzzy rule-based
systems},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {29},
number = {6},
pages = {703--715},
year = {1999},
url = {https://doi.org/10.1109/3477.809026},
doi = {10.1109/3477.809026},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/CordonH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/CordonHV99,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Pedro Villar},
editor = {Gaspar Mayor and
Jaume Su{\~{n}}er},
title = {Influence of fuzzy partition granularity on fuzzy rule-based system
behaviour},
booktitle = {Proceedings of the {EUSFLAT-ESTYLF} Joint Conference, Palma de Mallorca,
Spain, September 22-25, 1999},
pages = {159--162},
publisher = {Universitat de les Illes Balears, Palma de Mallorca, Spain},
year = {1999},
url = {http://www.eusflat.org/proceedings/EUSFLAT-ESTYLF\_1999/papers/159-herrera.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/CordonHV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/CordonHP99,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Antonio Peregr{\'{\i}}n},
editor = {Gaspar Mayor and
Jaume Su{\~{n}}er},
title = {Characterisation of implication operators in fuzzy rule based systems
from basic properties},
booktitle = {Proceedings of the {EUSFLAT-ESTYLF} Joint Conference, Palma de Mallorca,
Spain, September 22-25, 1999},
pages = {163--166},
publisher = {Universitat de les Illes Balears, Palma de Mallorca, Spain},
year = {1999},
url = {http://www.eusflat.org/proceedings/EUSFLAT-ESTYLF\_1999/papers/163-herrera-2.pdf},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/CordonHP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusflat/HerreraM99,
author = {Francisco Herrera and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
editor = {Gaspar Mayor and
Jaume Su{\~{n}}er},
title = {A selection method based on the 2-tuple linguistic representation
model for decision-making problems with multi-granularity linguistic
information},
booktitle = {Proceedings of the {EUSFLAT-ESTYLF} Joint Conference, Palma de Mallorca,
Spain, September 22-25, 1999},
pages = {453--456},
publisher = {Universitat de les Illes Balears, Palma de Mallorca, Spain},
year = {1999},
url = {http://www.eusflat.org/proceedings/EUSFLAT-ESTYLF\_1999/papers/453-herrera-3.pdf},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusflat/HerreraM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/CordonH99,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera},
editor = {David J. Hand and
Joost N. Kok and
Michael R. Berthold},
title = {{ALM:} {A} Methodology for Designing Accurate Linguistic Models for
Intelligent Data Analysis},
booktitle = {Advances in Intelligent Data Analysis, Third International Symposium,
IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1642},
pages = {15--26},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48412-4\_2},
doi = {10.1007/3-540-48412-4\_2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/CordonH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/CordonJHL98,
author = {Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera and
Manuel Lozano},
title = {Modelado cualitativo utilizando una metodolog{\'{\i}}a evolutiva
de aprendizaje iterativo de bases de reglas difusas},
journal = {Inteligencia Artif.},
volume = {2},
number = {5},
pages = {56--61},
year = {1998},
url = {http://journal.iberamia.org/index.php/ia/article/view/219/article\%20\%281\%29.pdf},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/CordonJHL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/HerreraLV98,
author = {Francisco Herrera and
Manuel Lozano and
Jos{\'{e}} L. Verdegay},
title = {Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural
Analysis},
journal = {Artif. Intell. Rev.},
volume = {12},
number = {4},
pages = {265--319},
year = {1998},
url = {https://doi.org/10.1023/A:1006504901164},
doi = {10.1023/A:1006504901164},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/HerreraLV98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraHV98,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Jos{\'{e}} L. Verdegay},
title = {Choice processes for non-homogeneous group decision making in linguistic
setting},
journal = {Fuzzy Sets Syst.},
volume = {94},
number = {3},
pages = {287--308},
year = {1998},
url = {https://doi.org/10.1016/S0165-0114(96)00251-5},
doi = {10.1016/S0165-0114(96)00251-5},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraHV98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/ChiclanaHH98,
author = {Francisco Chiclana and
Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Integrating three representation models in fuzzy multipurpose decision
making based on fuzzy preference relations},
journal = {Fuzzy Sets Syst.},
volume = {97},
number = {1},
pages = {33--48},
year = {1998},
url = {https://doi.org/10.1016/S0165-0114(96)00339-9},
doi = {10.1016/S0165-0114(96)00339-9},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/ChiclanaHH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraLV98,
author = {Francisco Herrera and
Manuel Lozano and
Jos{\'{e}} L. Verdegay},
title = {A learning process for fuzzy control rules using genetic algorithms},
journal = {Fuzzy Sets Syst.},
volume = {100},
number = {1-3},
pages = {143--158},
year = {1998},
url = {https://doi.org/10.1016/S0165-0114(97)00043-2},
doi = {10.1016/S0165-0114(97)00043-2},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/HerreraLV98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HerreraM98,
author = {Francisco Herrera and
Luis Magdalena},
title = {Introduction: Genetic fuzzy systems},
journal = {Int. J. Intell. Syst.},
volume = {13},
number = {10-11},
pages = {887--890},
year = {1998},
url = {https://doi.org/10.1002/(SICI)1098-111X(199810/11)13:10/11\&\#60;887::AID-INT1\&\#62;3.0.CO;2-V},
doi = {10.1002/(SICI)1098-111X(199810/11)13:10/11\&\#60;887::AID-INT1\&\#62;3.0.CO;2-V},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/HerreraM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/CordonJH98,
author = {Oscar Cord{\'{o}}n and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Herrera},
title = {Genetic learning of fuzzy rule-based classification systems cooperating
with fuzzy reasoning methods},
journal = {Int. J. Intell. Syst.},
volume = {13},
number = {10-11},
pages = {1025--1053},
year = {1998},
url = {https://doi.org/10.1002/(SICI)1098-111X(199810/11)13:10/11\&\#60;1025::AID-INT9\&\#62;3.0.CO;2-N},
doi = {10.1002/(SICI)1098-111X(199810/11)13:10/11\&\#60;1025::AID-INT9\&\#62;3.0.CO;2-N},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/CordonJH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/DelgadoHHM98,
author = {Miguel Delgado and
Francisco Herrera and
Enrique Herrera{-}Viedma and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez},
title = {Combining Numerical and Linguistic Information in Group Decision Making},
journal = {Inf. Sci.},
volume = {107},
number = {1-4},
pages = {177--194},
year = {1998},
url = {https://doi.org/10.1016/S0020-0255(97)10044-5},
doi = {10.1016/S0020-0255(97)10044-5},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/DelgadoHHM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/CordonHS98,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Luciano S{\'{a}}nchez},
editor = {Jos{\'{e}} Mira and
Angel P. del Pobil},
title = {Computing the Spanish Medium Electrical Line Maintenance Costs by
means of Evolution-Based Learning Processes},
booktitle = {Methodology and Tools in Knowledge-Based Systems, 11th International
Conference on Industrial and Engineering Applications of Artificial
Intelligence and Expert Systems, IEA/AIE-98, Castell{\'{o}}n,
Spain, June 1-4, 1998, Proceedings, Volume {I}},
series = {Lecture Notes in Computer Science},
volume = {1415},
pages = {478--486},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-64582-9\_778},
doi = {10.1007/3-540-64582-9\_778},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/CordonHS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/HerreraLM98,
author = {Francisco Herrera and
Manuel Lozano and
Claudio Moraga},
editor = {A. E. Eiben and
Thomas B{\"{a}}ck and
Marc Schoenauer and
Hans{-}Paul Schwefel},
title = {Hybrid Distributed Real-Coded Genetic Algorithms},
booktitle = {Parallel Problem Solving from Nature - {PPSN} V, 5th International
Conference, Amsterdam, The Netherlands, September 27-30, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1498},
pages = {603--612},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0056902},
doi = {10.1007/BFB0056902},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/HerreraLM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/CordonHP97,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Antonio Peregr{\'{\i}}n},
title = {Applicability of the fuzzy operators in the design of fuzzy logic
controllers},
journal = {Fuzzy Sets Syst.},
volume = {86},
number = {1},
pages = {15--41},
year = {1997},
url = {https://doi.org/10.1016/0165-0114(95)00367-3},
doi = {10.1016/0165-0114(95)00367-3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/CordonHP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraHV97,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Jos{\'{e}} L. Verdegay},
title = {A rational consensus model in group decision making using linguistic
assessments},
journal = {Fuzzy Sets Syst.},
volume = {88},
number = {1},
pages = {31--49},
year = {1997},
url = {https://doi.org/10.1016/S0165-0114(96)00047-4},
doi = {10.1016/S0165-0114(96)00047-4},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraHV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraV97,
author = {Francisco Herrera and
Jos{\'{e}} L. Verdegay},
title = {Fuzzy sets and operations research: Perspectives},
journal = {Fuzzy Sets Syst.},
volume = {90},
number = {2},
pages = {207--218},
year = {1997},
url = {https://doi.org/10.1016/S0165-0114(97)00088-2},
doi = {10.1016/S0165-0114(97)00088-2},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraLV97,
author = {Francisco Herrera and
Manuel Lozano and
Jos{\'{e}} L. Verdegay},
title = {Fuzzy connectives based crossover operators to model genetic algorithms
population diversity},
journal = {Fuzzy Sets Syst.},
volume = {92},
number = {1},
pages = {21--30},
year = {1997},
url = {https://doi.org/10.1016/S0165-0114(96)00179-0},
doi = {10.1016/S0165-0114(96)00179-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fss/HerreraLV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/HerreraHV97,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Jos{\'{e}} L. Verdegay},
title = {Linguistic measures based on fuzzy coincidence for reaching consensus
in group decision making},
journal = {Int. J. Approx. Reason.},
volume = {16},
number = {3-4},
pages = {309--334},
year = {1997},
url = {https://doi.org/10.1016/S0888-613X(96)00121-1},
doi = {10.1016/S0888-613X(96)00121-1},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/HerreraHV97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Herrera97,
author = {Francisco Herrera},
title = {Special issue on genetic fuzzy systems for control and robotics--
Preface},
journal = {Int. J. Approx. Reason.},
volume = {17},
number = {4},
pages = {325--326},
year = {1997},
url = {https://doi.org/10.1016/S0888-613X(97)00023-6},
doi = {10.1016/S0888-613X(97)00023-6},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Herrera97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CordonH97,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera},
title = {A three-stage evolutionary process for learning descriptive and approximate
fuzzy-logic-controller knowledge bases from examples},
journal = {Int. J. Approx. Reason.},
volume = {17},
number = {4},
pages = {369--407},
year = {1997},
url = {https://doi.org/10.1016/S0888-613X(96)00133-8},
doi = {10.1016/S0888-613X(96)00133-8},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CordonH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/HerreraH97,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma},
title = {Aggregation operators for linguistic weighted information},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {27},
number = {5},
pages = {646--656},
year = {1997},
url = {https://doi.org/10.1109/3468.618263},
doi = {10.1109/3468.618263},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/HerreraH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraHV96a,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Jos{\'{e}} L. Verdegay},
title = {A model of consensus in group decision making under linguistic assessments},
journal = {Fuzzy Sets Syst.},
volume = {78},
number = {1},
pages = {73--87},
year = {1996},
url = {https://doi.org/10.1016/0165-0114(95)00107-7},
doi = {10.1016/0165-0114(95)00107-7},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraHV96a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraHV96,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Jos{\'{e}} L. Verdegay},
title = {Direct approach processes in group decision making using linguistic
{OWA} operators},
journal = {Fuzzy Sets Syst.},
volume = {79},
number = {2},
pages = {175--190},
year = {1996},
url = {https://doi.org/10.1016/0165-0114(95)00162-X},
doi = {10.1016/0165-0114(95)00162-X},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraHV96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/HerreraV96,
author = {Francisco Herrera and
Jos{\'{e}} L. Verdegay},
title = {Fuzzy boolean programming problems with fuzzy costs: {A} general study},
journal = {Fuzzy Sets Syst.},
volume = {81},
number = {1},
pages = {57--76},
year = {1996},
url = {https://doi.org/10.1016/0165-0114(94)00324-6},
doi = {10.1016/0165-0114(94)00324-6},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fss/HerreraV96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HerreraLV96,
author = {Francisco Herrera and
Manuel Lozano and
Jos{\'{e}} L. Verdegay},
title = {Dynamic and heuristic fuzzy connectives-based crossover operators
for controlling the diversity and convergence of real-coded genetic
algorithms},
journal = {Int. J. Intell. Syst.},
volume = {11},
number = {12},
pages = {1013--1040},
year = {1996},
url = {https://doi.org/10.1002/(SICI)1098-111X(199612)11:12\&\#60;1013::AID-INT1\&\#62;3.0.CO;2-Q},
doi = {10.1002/(SICI)1098-111X(199612)11:12\&\#60;1013::AID-INT1\&\#62;3.0.CO;2-Q},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/HerreraLV96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/HerreraL96,
author = {Francisco Herrera and
Manuel Lozano},
editor = {Hans{-}Michael Voigt and
Werner Ebeling and
Ingo Rechenberg and
Hans{-}Paul Schwefel},
title = {Heuristic Crossovers for Real-Coded Genetic Algorithms Based on Fuzzy
Connectives},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IV, International Conference
on Evolutionary Computation. The 4th International Conference on Parallel
Problem Solving from Nature, Berlin, Germany, September 22-26, 1996,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1141},
pages = {336--345},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61723-X\_998},
doi = {10.1007/3-540-61723-X\_998},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/HerreraL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/CordonHL96,
author = {Oscar Cord{\'{o}}n and
Francisco Herrera and
Manuel Lozano},
editor = {Hans{-}Michael Voigt and
Werner Ebeling and
Ingo Rechenberg and
Hans{-}Paul Schwefel},
title = {A Three-Stage Method for Designing Genetic Fuzzy Systems by Learning
from Examples},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IV, International Conference
on Evolutionary Computation. The 4th International Conference on Parallel
Problem Solving from Nature, Berlin, Germany, September 22-26, 1996,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1141},
pages = {720--729},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61723-X\_1035},
doi = {10.1007/3-540-61723-X\_1035},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/CordonHL96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/HerreraLV95,
author = {Francisco Herrera and
Manuel Lozano and
Jos{\'{e}} L. Verdegay},
title = {Tuning fuzzy logic controllers by genetic algorithms},
journal = {Int. J. Approx. Reason.},
volume = {12},
number = {3-4},
pages = {299--315},
year = {1995},
url = {https://doi.org/10.1016/0888-613X(94)00033-Y},
doi = {10.1016/0888-613X(94)00033-Y},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/HerreraLV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HerreraHV95,
author = {Francisco Herrera and
Enrique Herrera{-}Viedma and
Jos{\'{e}} L. Verdegay},
title = {A Sequential Selection Process in Group Decision Making with a Linguistic
Assessment Approach},
journal = {Inf. Sci.},
volume = {85},
number = {4},
pages = {223--239},
year = {1995},
url = {https://doi.org/10.1016/0020-0255(95)00025-K},
doi = {10.1016/0020-0255(95)00025-K},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/HerreraHV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/CastroHV94,
author = {Juan Luis Castro and
Francisco Herrera and
Jos{\'{e}} L. Verdegay},
title = {Knowledge-based systems and fuzzy boolean programming},
journal = {Int. J. Intell. Syst.},
volume = {9},
number = {2},
pages = {211--225},
year = {1994},
url = {https://doi.org/10.1002/int.4550090203},
doi = {10.1002/INT.4550090203},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/CastroHV94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/HerreraVK94,
author = {Francisco Herrera and
Jos{\'{e}} L. Verdegay and
Margit Kov{\'{a}}cs},
title = {Homogeneous Linear fuzzy Functions and Ranking Methods in fuzzy Linear
Programming Problems},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {2},
number = {1},
pages = {25--36},
year = {1994},
url = {https://doi.org/10.1142/S0218488594000043},
doi = {10.1142/S0218488594000043},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/HerreraVK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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