BibTeX records: Antonio J. Rivera

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@article{DBLP:journals/artmed/RiveraMPPCERAPJ23,
  author       = {Antonio Jes{\'{u}}s Rivera and
                  J. Cobo Mu{\~{n}}oz and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  B. S{\'{a}}enz de San Pedro and
                  Francisco Charte and
                  David A. Elizondo and
                  C. Rodr{\'{\i}}guez and
                  M. L. Abolafia and
                  A. Perea and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {{XAIRE:} An ensemble-based methodology for determining the relative
                  importance of variables in regression tasks. Application to a hospital
                  emergency department},
  journal      = {Artif. Intell. Medicine},
  volume       = {137},
  pages        = {102494},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.artmed.2023.102494},
  doi          = {10.1016/J.ARTMED.2023.102494},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/artmed/RiveraMPPCERAPJ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RiveraDEJC23,
  author       = {Antonio J. Rivera and
                  Miguel A. D{\'{a}}vila and
                  David A. Elizondo and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Francisco Charte},
  title        = {mldr.resampling: Efficient reference implementations of multilabel
                  resampling algorithms},
  journal      = {Neurocomputing},
  volume       = {559},
  pages        = {126806},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neucom.2023.126806},
  doi          = {10.1016/J.NEUCOM.2023.126806},
  timestamp    = {Wed, 01 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/RiveraDEJC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CabreraBermejoJRECP23,
  author       = {M. I. Cabrera{-}Bermejo and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Antonio J. Rivera and
                  David A. Elizondo and
                  Francisco Charte and
                  M. Dolores P{\'{e}}rez{-}Godoy},
  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        = {Analysis of Transformer Model Applications},
  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        = {231--243},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-40725-3\_20},
  doi          = {10.1007/978-3-031-40725-3\_20},
  timestamp    = {Sun, 24 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hais/CabreraBermejoJRECP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RosaAPGRJC23,
  author       = {David de la Rosa and
                  Antonio {\'{A}}lvarez and
                  Ram{\'{o}}n P{\'{e}}rez and
                  Germ{\'{a}}n Garrote and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Francisco Charte},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {NOSpcimen: {A} First Approach to Unsupervised Discarding of Empty
                  Photo Trap Images},
  booktitle    = {Advances in Computational Intelligence - 17th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
                  June 19-21, 2023, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14135},
  pages        = {39--51},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43078-7\_4},
  doi          = {10.1007/978-3-031-43078-7\_4},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/RosaAPGRJC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06047,
  author       = {Francisco Charte and
                  Antonio J. Rivera and
                  Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {EvoAAA: An evolutionary methodology for automated {\textbackslash}neural
                  autoencoder architecture search},
  journal      = {CoRR},
  volume       = {abs/2301.06047},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.06047},
  doi          = {10.48550/ARXIV.2301.06047},
  eprinttype    = {arXiv},
  eprint       = {2301.06047},
  timestamp    = {Thu, 19 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-06047.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17152,
  author       = {Antonio J. Rivera and
                  Miguel A. D{\'{a}}vila and
                  David A. Elizondo and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Francisco Charte},
  title        = {mldr.resampling: Efficient Reference Implementations of Multilabel
                  Resampling Algorithms},
  journal      = {CoRR},
  volume       = {abs/2305.17152},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.17152},
  doi          = {10.48550/ARXIV.2305.17152},
  eprinttype    = {arXiv},
  eprint       = {2305.17152},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-17152.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-14812,
  author       = {David de la Rosa and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Francisco Charte},
  title        = {{PARDINUS:} Weakly supervised discarding of photo-trapping empty images
                  based on autoencoders},
  journal      = {CoRR},
  volume       = {abs/2312.14812},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.14812},
  doi          = {10.48550/ARXIV.2312.14812},
  eprinttype    = {arXiv},
  eprint       = {2312.14812},
  timestamp    = {Thu, 18 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-14812.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MartinezFPR22,
  author       = {Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Antonio J. Rivera},
  title        = {Time Series Forecasting by Generalized Regression Neural Networks
                  Trained With Multiple Series},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {3275--3283},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3140377},
  doi          = {10.1109/ACCESS.2022.3140377},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/MartinezFPR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RiveraPEDJ22,
  author       = {Antonio J. Rivera and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  David A. Elizondo and
                  Lipika Deka and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {Analysis of clustering methods for crop type mapping using satellite
                  imagery},
  journal      = {Neurocomputing},
  volume       = {492},
  pages        = {91--106},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neucom.2022.04.002},
  doi          = {10.1016/J.NEUCOM.2022.04.002},
  timestamp    = {Mon, 27 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/RiveraPEDJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/PulgarCRJ21,
  author       = {Francisco Javier Pulgar and
                  Francisco Charte and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {ClEnDAE: {A} classifier based on ensembles with built-in dimensionality
                  reduction through denoising autoencoders},
  journal      = {Inf. Sci.},
  volume       = {565},
  pages        = {146--176},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.ins.2021.02.060},
  doi          = {10.1016/J.INS.2021.02.060},
  timestamp    = {Tue, 08 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/PulgarCRJ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/CharteRMJ20,
  author       = {Francisco Charte and
                  Antonio J. Rivera and
                  Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {EvoAAA: An evolutionary methodology for automated neural autoencoder
                  architecture search},
  journal      = {Integr. Comput. Aided Eng.},
  volume       = {27},
  number       = {3},
  pages        = {211--231},
  year         = {2020},
  url          = {https://doi.org/10.3233/ICA-200619},
  doi          = {10.3233/ICA-200619},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/icae/CharteRMJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/PulgarCRJ20,
  author       = {Francisco Javier Pulgar and
                  Francisco Charte and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {Choosing the proper autoencoder for feature fusion based on data complexity
                  and classifiers: Analysis, tips and guidelines},
  journal      = {Inf. Fusion},
  volume       = {54},
  pages        = {44--60},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.inffus.2019.07.004},
  doi          = {10.1016/J.INFFUS.2019.07.004},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/inffus/PulgarCRJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/RiveraPEDJ20,
  author       = {Antonio Jes{\'{u}}s Rivera and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  David A. Elizondo and
                  Lipika Deka and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {{\'{A}}lvaro Herrero and
                  Carlos Cambra and
                  Daniel Urda and
                  Javier Sedano and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {A Preliminary Study on Crop Classification with Unsupervised Algorithms
                  for Time Series on Images with Olive Trees and Cereal Crops},
  booktitle    = {15th International Conference on Soft Computing Models in Industrial
                  and Environmental Applications, {SOCO} 2020, Burgos, Spain, 16-18
                  September 2020},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1268},
  pages        = {276--285},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-57802-2\_27},
  doi          = {10.1007/978-3-030-57802-2\_27},
  timestamp    = {Mon, 13 Feb 2023 21:54:28 +0100},
  biburl       = {https://dblp.org/rec/conf/softcomp/RiveraPEDJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/MartinezFPR19,
  author       = {Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera},
  title        = {A methodology for applying k-nearest neighbor to time series forecasting},
  journal      = {Artif. Intell. Rev.},
  volume       = {52},
  number       = {3},
  pages        = {2019--2037},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10462-017-9593-z},
  doi          = {10.1007/S10462-017-9593-Z},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/air/MartinezFPR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/PulgarCRJ18,
  author       = {Francisco Javier Pulgar and
                  Francisco Charte and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {AEkNN: An AutoEncoder kNN-Based Classifier With Built-in Dimensionality
                  Reduction},
  journal      = {Int. J. Comput. Intell. Syst.},
  volume       = {12},
  number       = {1},
  pages        = {436--452},
  year         = {2019},
  url          = {https://doi.org/10.2991/ijcis.2018.125905686},
  doi          = {10.2991/IJCIS.2018.125905686},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcisys/PulgarCRJ18.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/pai/CharteVPR19,
  author       = {Francisco Charte and
                  Alberto Vico and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Antonio J. Rivera},
  title        = {predtoolsTS: {R} package for streamlining time series forecasting},
  journal      = {Prog. Artif. Intell.},
  volume       = {8},
  number       = {4},
  pages        = {505--510},
  year         = {2019},
  url          = {https://doi.org/10.1007/s13748-019-00193-z},
  doi          = {10.1007/S13748-019-00193-Z},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pai/CharteVPR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/MartinezFCR19,
  author       = {Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Francisco Charte and
                  Antonio J. Rivera},
  title        = {Time Series Forecasting with {KNN} in {R:} the tsfknn Package},
  journal      = {R J.},
  volume       = {11},
  number       = {2},
  pages        = {229},
  year         = {2019},
  url          = {https://doi.org/10.32614/rj-2019-004},
  doi          = {10.32614/RJ-2019-004},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/rjour/MartinezFCR19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MartinezCRF19,
  author       = {Francisco Mart{\'{\i}}nez and
                  Francisco Charte and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {Automatic Time Series Forecasting with {GRNN:} {A} Comparison with
                  Other Models},
  booktitle    = {Advances in Computational Intelligence - 15th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
                  June 12-14, 2019, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11506},
  pages        = {198--209},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20521-8\_17},
  doi          = {10.1007/978-3-030-20521-8\_17},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/MartinezCRF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ViedmaROD19,
  author       = {Daniel Trujillo Viedma and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Francisco Charte Ojeda and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus D{\'{\i}}az},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {A First Approximation to the Effects of Classical Time Series Preprocessing
                  Methods on {LSTM} Accuracy},
  booktitle    = {Advances in Computational Intelligence - 15th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
                  June 12-14, 2019, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11506},
  pages        = {270--280},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20521-8\_23},
  doi          = {10.1007/978-3-030-20521-8\_23},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/ViedmaROD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/CharteRMJ19,
  author       = {Francisco Charte and
                  Antonio J. Rivera and
                  Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  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        = {Automating Autoencoder Architecture Configuration: An Evolutionary
                  Approach},
  booktitle    = {Understanding the Brain Function and Emotions - 8th International
                  Work-Conference on the Interplay Between Natural and Artificial Computation,
                  {IWINAC} 2019, Almer{\'{\i}}a, Spain, June 3-7, 2019, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11486},
  pages        = {339--349},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-19591-5\_35},
  doi          = {10.1007/978-3-030-19591-5\_35},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwinac/CharteRMJ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MartinezFPR18,
  author       = {Francisco Mart{\'{\i}}nez and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera},
  title        = {Dealing with seasonality by narrowing the training set in time series
                  forecasting with \emph{k}NN},
  journal      = {Expert Syst. Appl.},
  volume       = {103},
  pages        = {38--48},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.eswa.2018.03.005},
  doi          = {10.1016/J.ESWA.2018.03.005},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/MartinezFPR18.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}
}
@inproceedings{DBLP:conf/ideal/PulgarCRJ18,
  author       = {Francisco Javier Pulgar and
                  Francisco Charte and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {Hujun Yin and
                  David Camacho and
                  Paulo Novais and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros},
  title        = {A First Approach to Face Dimensionality Reduction Through Denoising
                  Autoencoders},
  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        = {439--447},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-03493-1\_46},
  doi          = {10.1007/978-3-030-03493-1\_46},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ideal/PulgarCRJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/ViedmaROD18,
  author       = {Daniel Trujillo Viedma and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Francisco Charte Ojeda and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus D{\'{\i}}az},
  editor       = {Hujun Yin and
                  David Camacho and
                  Paulo Novais and
                  Antonio J. Tall{\'{o}}n{-}Ballesteros},
  title        = {An Approximation to Deep Learning Touristic-Related Time Series Forecasting},
  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        = {448--456},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-03493-1\_47},
  doi          = {10.1007/978-3-030-03493-1\_47},
  timestamp    = {Sun, 11 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/ViedmaROD18.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-1802-08465,
  author       = {Francisco Javier Pulgar and
                  Francisco Charte and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {AEkNN: An AutoEncoder kNN-based classifier with built-in dimensionality
                  reduction},
  journal      = {CoRR},
  volume       = {abs/1802.08465},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.08465},
  eprinttype    = {arXiv},
  eprint       = {1802.08465},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-08465.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cce/CharteRPRC17,
  author       = {Francisco Charte and
                  Inmaculada Romero and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Antonio J. Rivera and
                  Eulogio Castro},
  title        = {Comparative analysis of data mining and response surface methodology
                  predictive models for enzymatic hydrolysis of pretreated olive tree
                  biomass},
  journal      = {Comput. Chem. Eng.},
  volume       = {101},
  pages        = {23--30},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.compchemeng.2017.02.008},
  doi          = {10.1016/J.COMPCHEMENG.2017.02.008},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cce/CharteRPRC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Pulgar-RubioRPG17,
  author       = {Francisco Javier Pulgar and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Pedro Gonz{\'{a}}lez and
                  Crist{\'{o}}bal J. Carmona and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {{MEFASD-BD:} Multi-objective evolutionary fuzzy algorithm for subgroup
                  discovery in big data environments - {A} MapReduce solution},
  journal      = {Knowl. Based Syst.},
  volume       = {117},
  pages        = {70--78},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.knosys.2016.08.021},
  doi          = {10.1016/J.KNOSYS.2016.08.021},
  timestamp    = {Tue, 03 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/Pulgar-RubioRPG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/PulgarRCJ17,
  author       = {Francisco Javier Pulgar and
                  Antonio J. Rivera and
                  Francisco Charte and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  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        = {On the Impact of Imbalanced Data in Convolutional Neural Networks
                  Performance},
  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        = {220--232},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59650-1\_19},
  doi          = {10.1007/978-3-319-59650-1\_19},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hais/PulgarRCJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RivasOPJ17,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Francisco Charte Ojeda and
                  Francisco Javier Pulgar and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {A Transformation Approach Towards Big Data Multilabel Decision Trees},
  booktitle    = {Advances in Computational Intelligence - 14th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2017, Cadiz, Spain, June 14-16,
                  2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10305},
  pages        = {73--84},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59153-7\_7},
  doi          = {10.1007/978-3-319-59153-7\_7},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwann/RivasOPJ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/OjedaRRC17,
  author       = {Francisco Charte Ojeda and
                  Inmaculada Romero and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Eulogio Castro},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {Modeling the Transformation of Olive Tree Biomass into Bioethanol
                  with Reg-CO {\^{}}2 {RBFN}},
  booktitle    = {Advances in Computational Intelligence - 14th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2017, Cadiz, Spain, June 14-16,
                  2017, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10305},
  pages        = {733--744},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59153-7\_63},
  doi          = {10.1007/978-3-319-59153-7\_63},
  timestamp    = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/OjedaRRC17.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}
}
@inproceedings{DBLP:conf/hais/CarmonaPRJA16,
  author       = {Crist{\'{o}}bal J. Carmona and
                  Francisco Javier Pulgar and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Jorge Aguilera},
  editor       = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
                  Alicia Troncoso and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Estimating the Maximum Power Delivered by Concentrating Photovoltaics
                  Technology Through Atmospheric Conditions Using a Differential Evolution
                  Approach},
  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        = {273--282},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-32034-2\_23},
  doi          = {10.1007/978-3-319-32034-2\_23},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hais/CarmonaPRJA16.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/ucami/EspinillaRPMMN16,
  author       = {Macarena Espinilla and
                  Antonio J. Rivera and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  Javier Medina and
                  Luis Mart{\'{\i}}nez and
                  Chris D. Nugent},
  editor       = {Carmelo R. Garc{\'{\i}}a and
                  Pino Caballero{-}Gil and
                  Mike Burmester and
                  Alexis Quesada{-}Arencibia},
  title        = {Recognition of Activities in Resource Constrained Environments; Reducing
                  the Computational Complexity},
  booktitle    = {Ubiquitous Computing and Ambient Intelligence - 10th International
                  Conference, UCAmI 2016, San Bartolom{\'{e}} de Tirajana, Gran
                  Canaria, Spain, November 29 - December 2, 2016, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10070},
  pages        = {64--74},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-48799-1\_8},
  doi          = {10.1007/978-3-319-48799-1\_8},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ucami/EspinillaRPMMN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Garcia-DomingoC15,
  author       = {B. Garc{\'{\i}}a{-}Domingo and
                  Crist{\'{o}}bal J. Carmona and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Jorge Aguilera},
  title        = {A differential evolution proposal for estimating the maximum power
                  delivered by {CPV} modules under real outdoor conditions},
  journal      = {Expert Syst. Appl.},
  volume       = {42},
  number       = {13},
  pages        = {5452--5462},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.eswa.2015.02.032},
  doi          = {10.1016/J.ESWA.2015.02.032},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/Garcia-DomingoC15.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/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}
}
@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/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/iwann/Perez-GodoyRCJ15,
  author       = {Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera and
                  Francisco Charte and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya Caparr{\'{o}}s and
                  Andreu Catal{\`{a}}},
  title        = {{CO} {\^{}}2 {RBFN-CS:} First Approach Introducing Cost-Sensitivity
                  in the Cooperative-Competitive {RBFN} Design},
  booktitle    = {Advances in Computational Intelligence - 13th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2015, Palma de Mallorca, Spain,
                  June 10-12, 2015. Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9094},
  pages        = {361--373},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19258-1\_31},
  doi          = {10.1007/978-3-319-19258-1\_31},
  timestamp    = {Sun, 25 Oct 2020 22:36:08 +0100},
  biburl       = {https://dblp.org/rec/conf/iwann/Perez-GodoyRCJ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Perez-GodoyRCJ14,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Antonio J. Rivera and
                  Crist{\'{o}}bal J. Carmona and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {Training algorithms for Radial Basis Function Networks to tackle learning
                  processes with imbalanced data-sets},
  journal      = {Appl. Soft Comput.},
  volume       = {25},
  pages        = {26--39},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.asoc.2014.09.011},
  doi          = {10.1016/J.ASOC.2014.09.011},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/Perez-GodoyRCJ14.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}
}
@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/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}
}
@article{DBLP:journals/eswa/RiveraGJA13,
  author       = {Antonio J. Rivera and
                  B. Garc{\'{\i}}a{-}Domingo and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Jorge Aguilera},
  title        = {Characterization of Concentrating Photovoltaic modules by cooperative
                  competitive Radial Basis Function Networks},
  journal      = {Expert Syst. Appl.},
  volume       = {40},
  number       = {5},
  pages        = {1599--1608},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.eswa.2012.09.016},
  doi          = {10.1016/J.ESWA.2012.09.016},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/RiveraGJA13.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/ijcnn/Perez-GodoyRJM13,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Antonio J. Rivera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Francisco Mart{\'{\i}}nez},
  title        = {A first analysis of the effect of local and global optimization weights
                  methods in the cooperative-competitive design of {RBFN} for imbalanced
                  environments},
  booktitle    = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
                  2013, Dallas, TX, USA, August 4-9, 2013},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/IJCNN.2013.6706973},
  doi          = {10.1109/IJCNN.2013.6706973},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/Perez-GodoyRJM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/OjedaRPJ13,
  author       = {Francisco Charte Ojeda and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya Caparr{\'{o}}s and
                  Joan Cabestany},
  title        = {Alternative {OVA} Proposals for Cooperative Competitive {RBFN} Design
                  in Classification Tasks},
  booktitle    = {Advances in Computational Intelligence - 12th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
                  Spain, June 12-14, 2013, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7902},
  pages        = {331--338},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38679-4\_32},
  doi          = {10.1007/978-3-642-38679-4\_32},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/OjedaRPJ13.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/softcomp/RiveraGJA12,
  author       = {Antonio J. Rivera and
                  B. Garc{\'{\i}}a{-}Domingo and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Jorge Aguilera},
  editor       = {V{\'{a}}clav Sn{\'{a}}sel and
                  Ajith Abraham and
                  Emilio S. Corchado Rodr{\'{\i}}guez},
  title        = {A Performance Study of Concentrating Photovoltaic Modules Using Neural
                  Networks: An Application with CO\({}^{\mbox{2}}\)RBFN},
  booktitle    = {Soft Computing Models in Industrial and Environmental Applications,
                  7th International Conference, SOCO'12, Ostrava, Czech Republic, September
                  5th-7th, 2012},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {188},
  pages        = {439--448},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32922-7\_45},
  doi          = {10.1007/978-3-642-32922-7\_45},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/softcomp/RiveraGJA12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/RivasPPJFP11,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Pedro P{\'{e}}rez{-}Recuerda and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Manuel Parras},
  title        = {A study on the medium-term forecasting using exogenous variable selection
                  of the extra-virgin olive oil with soft computing methods},
  journal      = {Appl. Intell.},
  volume       = {34},
  number       = {3},
  pages        = {331--346},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10489-011-0284-1},
  doi          = {10.1007/S10489-011-0284-1},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/RivasPPJFP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/RivasPJPFP11,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Pedro P{\'{e}}rez{-}Recuerda and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Manuel Parras},
  editor       = {Jos{\'{e}} Antonio Lozano and
                  Jos{\'{e}} A. G{\'{a}}mez and
                  Jos{\'{e}} A. Moreno},
  title        = {A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen
                  Olive Oil Price},
  booktitle    = {Advances in Artificial Intelligence - 14th Conference of the Spanish
                  Association for Artificial Intelligence, {CAEPIA} 2011, La Laguna,
                  Spain, November 7-11, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7023},
  pages        = {263--272},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-25274-7\_27},
  doi          = {10.1007/978-3-642-25274-7\_27},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/caepia/RivasPJPFP11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RivasCPJ11,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Francisco Charte and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {Joan Cabestany and
                  Ignacio Rojas and
                  Gonzalo Joya Caparr{\'{o}}s},
  title        = {Multi-label Testing for CO\({}^{\mbox{2}}\)RBFN: {A} First Approach
                  to the Problem Transformation Methodology for Multi-label Classification},
  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        = {41--48},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21501-8\_6},
  doi          = {10.1007/978-3-642-21501-8\_6},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/RivasCPJ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GuillenRTRPR10,
  author       = {Alberto Guill{\'{e}}n and
                  Gin{\'{e}}s Rubio and
                  I. Toda and
                  Antonio J. Rivera and
                  H{\'{e}}ctor Pomares and
                  Ignacio Rojas Ruiz},
  title        = {Applying multiobjective RBFNNs optimization and feature selection
                  to a mineral reduction problem},
  journal      = {Expert Syst. Appl.},
  volume       = {37},
  number       = {6},
  pages        = {4050--4057},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.eswa.2009.11.056},
  doi          = {10.1016/J.ESWA.2009.11.056},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/GuillenRTRPR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/Perez-GodoyPRJCFP10,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Pedro P{\'{e}}rez{-}Recuerda and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Crist{\'{o}}bal J. Carmona and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Manuel Parras},
  title        = {CO\({}^{\mbox{2}}\)RBFN for short-term forecasting of the extra virgin
                  olive oil price in the Spanish market},
  journal      = {Int. J. Hybrid Intell. Syst.},
  volume       = {7},
  number       = {1},
  pages        = {75--87},
  year         = {2010},
  url          = {https://doi.org/10.3233/HIS-2010-0106},
  doi          = {10.3233/HIS-2010-0106},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijhis/Perez-GodoyPRJCFP10.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/prl/Perez-GodoyFRJ10,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Alberto Fern{\'{a}}ndez and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {Analysis of an evolutionary {RBFN} design algorithm, CO\({}^{\mbox{2}}\)RBFN,
                  for imbalanced data sets},
  journal      = {Pattern Recognit. Lett.},
  volume       = {31},
  number       = {15},
  pages        = {2375--2388},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.patrec.2010.07.010},
  doi          = {10.1016/J.PATREC.2010.07.010},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/Perez-GodoyFRJ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Perez-GodoyRBJ10,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Francisco Jos{\'{e}} Berlanga and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {CO\({}^{\mbox{2}}\)RBFN: an evolutionary cooperative-competitive {RBFN}
                  design algorithm for classification problems},
  journal      = {Soft Comput.},
  volume       = {14},
  number       = {9},
  pages        = {953--971},
  year         = {2010},
  url          = {https://doi.org/10.1007/s00500-009-0488-z},
  doi          = {10.1007/S00500-009-0488-Z},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/Perez-GodoyRBJ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Perez-GodoyPRJFP10,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Pedro P{\'{e}}rez{-}Recuerda and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Manuel Parras},
  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        = {Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive
                  Oil Price in the Spanish Market},
  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        = {205--214},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13022-9\_21},
  doi          = {10.1007/978-3-642-13022-9\_21},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/Perez-GodoyPRJFP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Perez-GodoyRCJ10,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Crist{\'{o}}bal J. Carmona and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {A preliminary study on mutation operators in cooperative competitive
                  algorithms for {RBFN} design},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
                  Spain, 18-23 July, 2010},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IJCNN.2010.5596330},
  doi          = {10.1109/IJCNN.2010.5596330},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/Perez-GodoyRCJ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nicso/Perez-GodoyPFRCP10,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Pedro P{\'{e}}rez{-}Recuerda and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Crist{\'{o}}bal J. Carmona and
                  Manuel Parras},
  editor       = {Juan Ram{\'{o}}n Gonz{\'{a}}lez and
                  David A. Pelta and
                  Carlos Cruz and
                  Germ{\'{a}}n Terrazas and
                  Natalio Krasnogor},
  title        = {CO\({}^{\mbox{2}}\)RBFN for Short and Medium Term Forecasting of the
                  Extra-Virgin Olive Oil Price},
  booktitle    = {Nature Inspired Cooperative Strategies for Optimization, {NICSO} 2010,
                  May 12-14, 2010, Granada, Spain},
  series       = {Studies in Computational Intelligence},
  volume       = {284},
  pages        = {113--125},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-12538-6\_10},
  doi          = {10.1007/978-3-642-12538-6\_10},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nicso/Perez-GodoyPFRCP10.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/LopezRPJC09,
  author       = {Pedro L. L{\'{o}}pez and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Crist{\'{o}}bal J. Carmona},
  editor       = {Joan Cabestany and
                  Francisco Sandoval Hern{\'{a}}ndez and
                  Alberto Prieto and
                  Juan M. Corchado},
  title        = {{EMORBFN:} An Evolutionary Multiobjetive Optimization Algorithm for
                  {RBFN} Design},
  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        = {752--759},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-02478-8\_94},
  doi          = {10.1007/978-3-642-02478-8\_94},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwann/LopezRPJC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/PerezFPRJPT08,
  author       = {Pedro P{\'{e}}rez{-}Recuerda and
                  Mar{\'{\i}}a Pilar Fr{\'{\i}}as and
                  M. Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Elisabet Parras{-}Gutierrez and
                  F. J. Torres},
  editor       = {Fatos Xhafa and
                  Francisco Herrera and
                  Ajith Abraham and
                  Mario K{\"{o}}ppen and
                  Jos{\'{e}} Manuel Ben{\'{\i}}tez},
  title        = {An Study on Data Mining Methods for Short-Term Forecasting of the
                  Extra Virgin Olive Oil Price in the Spanish Market},
  booktitle    = {8th International Conference on Hybrid Intelligent Systems {(HIS}
                  2008), September 10-12, 2008, Barcelona, Spain},
  pages        = {943--946},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/HIS.2008.132},
  doi          = {10.1109/HIS.2008.132},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/his/PerezFPRJPT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/RivasROJ07,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Ignacio Rojas and
                  Julio Ortega Lopera and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  title        = {A new hybrid methodology for cooperative-coevolutionary optimization
                  of radial basis function networks},
  journal      = {Soft Comput.},
  volume       = {11},
  number       = {7},
  pages        = {655--668},
  year         = {2007},
  url          = {https://doi.org/10.1007/s00500-006-0128-9},
  doi          = {10.1007/S00500-006-0128-9},
  timestamp    = {Wed, 10 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/RivasROJ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Perez-GodoyRJR07,
  author       = {M. Dolores P{\'{e}}rez{-}Godoy and
                  Antonio Jes{\'{u}}s Rivera Rivas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Ignacio Rojas},
  editor       = {Francisco Sandoval Hern{\'{a}}ndez and
                  Alberto Prieto and
                  Joan Cabestany and
                  Manuel Gra{\~{n}}a},
  title        = {CoEvRBFN: An Approach to Solving the Classification Problem with a
                  Hybrid Cooperative-Coevolutive Algorithm},
  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        = {324--332},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73007-1\_40},
  doi          = {10.1007/978-3-540-73007-1\_40},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/Perez-GodoyRJR07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RivasRO05,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Ignacio Rojas and
                  Julio Ortega},
  editor       = {Joan Cabestany and
                  Alberto Prieto and
                  Francisco Sandoval Hern{\'{a}}ndez},
  title        = {Application of {ANOVA} to a Cooperative-Coevolutionary Optimization
                  of RBFNs},
  booktitle    = {Computational Intelligence and Bioinspired Systems, 8th International
                  Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
                  i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3512},
  pages        = {297--305},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11494669\_37},
  doi          = {10.1007/11494669\_37},
  timestamp    = {Mon, 11 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/RivasRO05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RivasORJ03,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Julio Ortega and
                  Ignacio Rojas and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus},
  editor       = {Jos{\'{e}} Mira and
                  Jos{\'{e}} R. {\'{A}}lvarez},
  title        = {Co-evolutionary Algorithm for {RBF} by Self-Organizing Population
                  of Neurons},
  booktitle    = {Artificial Neural Nets Problem Solving Methods, 7th International
                  Work-Conference on Artificial and Natural Neural Networks, IWANN2003,
                  Ma{\'{o}}, Menorca, Spain, June 3-6, 2003 Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {2686},
  pages        = {470--477},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-44868-3\_60},
  doi          = {10.1007/3-540-44868-3\_60},
  timestamp    = {Mon, 11 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/RivasORJ03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RiveraORP01,
  author       = {Antonio Jes{\'{u}}s Rivera Rivas and
                  Julio Ortega and
                  Ignacio Rojas and
                  Alberto Prieto},
  editor       = {Jos{\'{e}} Mira and
                  Alberto Prieto},
  title        = {Optimizing {RBF} Networks with Cooperative/Competitive Evolution of
                  Units and Fuzzy Rules},
  booktitle    = {Connectionist Models of Neurons, Learning Processes and Artificial
                  Intelligence, 6th International Work-Conference on Artificial and
                  Natural Neural Networks, {IWANN} 2001 Granada, Spain, June 13-15,
                  2001, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {2084},
  pages        = {570--578},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45720-8\_68},
  doi          = {10.1007/3-540-45720-8\_68},
  timestamp    = {Mon, 11 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/RiveraORP01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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