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ORCIDBibTeX records: José A. Sáez
@article{DBLP:journals/eswa/MartinSC24,
author = {Juan Mart{\'{\i}}n and
Jos{\'{e}} A. S{\'{a}}ez and
Emilio Corchado},
title = {Tackling the problem of noisy IoT sensor data in smart agriculture:
Regression noise filters for enhanced evapotranspiration prediction},
journal = {Expert Syst. Appl.},
volume = {237},
number = {Part {B}},
pages = {121608},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121608},
doi = {10.1016/J.ESWA.2023.121608},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/MartinSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SaezC22,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Emilio Corchado},
title = {{ANCES:} {A} novel method to repair attribute noise in classification
problems},
journal = {Pattern Recognit.},
volume = {121},
pages = {108198},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108198},
doi = {10.1016/J.PATCOG.2021.108198},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/SaezC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MartinSC21,
author = {Juan Mart{\'{\i}}n and
Jos{\'{e}} A. S{\'{a}}ez and
Emilio Corchado},
title = {On the Regressand Noise Problem: Model Robustness and Synergy With
Regression-Adapted Noise Filters},
journal = {{IEEE} Access},
volume = {9},
pages = {145800--145816},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3123151},
doi = {10.1109/ACCESS.2021.3123151},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/MartinSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MartinSC21,
author = {Juan Mart{\'{\i}}n and
Jos{\'{e}} A. S{\'{a}}ez and
Emilio Corchado},
title = {On the suitability of stacking-based ensembles in smart agriculture
for evapotranspiration prediction},
journal = {Appl. Soft Comput.},
volume = {108},
pages = {107509},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107509},
doi = {10.1016/J.ASOC.2021.107509},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MartinSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SaezC19,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Emilio Corchado},
title = {A Meta-Learning Recommendation System for Characterizing Unsupervised
Problems: On Using Quality Indices to Describe Data Conformations},
journal = {{IEEE} Access},
volume = {7},
pages = {63247--63263},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2917004},
doi = {10.1109/ACCESS.2019.2917004},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SaezC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SaezGK19,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Mikel Galar and
Bartosz Krawczyk},
title = {Addressing the Overlapping Data Problem in Classification Using the
One-vs-One Decomposition Strategy},
journal = {{IEEE} Access},
volume = {7},
pages = {83396--83411},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2925300},
doi = {10.1109/ACCESS.2019.2925300},
timestamp = {Thu, 08 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SaezGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/SaezC19a,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Emilio Corchado},
title = {{KSUFS:} {A} Novel Unsupervised Feature Selection Method Based on
Statistical Tests for Standard and Big Data Problems},
journal = {{IEEE} Access},
volume = {7},
pages = {99754--99770},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2930355},
doi = {10.1109/ACCESS.2019.2930355},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/SaezC19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SaezVC19,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Pablo J. Villacorta and
Emilio Corchado},
editor = {Hilde P{\'{e}}rez Garc{\'{\i}}a and
Lidia S{\'{a}}nchez{-}Gonz{\'{a}}lez and
Manuel Castej{\'{o}}n Limas and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Dataset Weighting via Intrinsic Data Characteristics for Pairwise
Statistical Comparisons in Classification},
booktitle = {Hybrid Artificial Intelligent Systems - 14th International Conference,
{HAIS} 2019, Le{\'{o}}n, Spain, September 4-6, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11734},
pages = {61--72},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29859-3\_6},
doi = {10.1007/978-3-030-29859-3\_6},
timestamp = {Thu, 29 Aug 2019 08:22:41 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaezVC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/softcomp/2018,
editor = {Manuel Gra{\~{n}}a and
Jos{\'{e}} Manuel L{\'{o}}pez{-}Guede and
Oier Etxaniz and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Antonio S{\'{a}}ez and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {International Joint Conference SOCO'18-CISIS'18-ICEUTE'18 - San Sebasti{\'{a}}n,
Spain, June 6-8, 2018, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {771},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-319-94120-2},
doi = {10.1007/978-3-319-94120-2},
isbn = {978-3-319-94119-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SaezQKWC18,
author = {Jos{\'{e}} A. S{\'{a}}ez and
H{\'{e}}ctor Quinti{\'{a}}n and
Bartosz Krawczyk and
Michal Wozniak and
Emilio Corchado},
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 = {Multi-class Imbalanced Data Oversampling for Vertebral Column Pathologies
Classification},
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 = {131--142},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92639-1\_12},
doi = {10.1007/978-3-319-92639-1\_12},
timestamp = {Mon, 28 Aug 2023 21:17:56 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaezQKWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2018,
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 = {Hybrid Artificial Intelligent Systems - 13th International Conference,
{HAIS} 2018, Oviedo, Spain, June 20-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10870},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92639-1},
doi = {10.1007/978-3-319-92639-1},
isbn = {978-3-319-92638-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/SaezKW16,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Bartosz Krawczyk and
Michal Wozniak},
title = {On the Influence of Class Noise in Medical Data Classification: Treatment
Using Noise Filtering Methods},
journal = {Appl. Artif. Intell.},
volume = {30},
number = {6},
pages = {590--609},
year = {2016},
url = {https://doi.org/10.1080/08839514.2016.1193719},
doi = {10.1080/08839514.2016.1193719},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/SaezKW16.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/pr/SaezKW16,
author = {Jos{\'{e}} A. S{\'{a}}ez and
Bartosz Krawczyk and
Michal Wozniak},
title = {Analyzing the oversampling of different classes and types of examples
in multi-class imbalanced datasets},
journal = {Pattern Recognit.},
volume = {57},
pages = {164--178},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.03.012},
doi = {10.1016/J.PATCOG.2016.03.012},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SaezKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/KrawczykSW16,
author = {Bartosz Krawczyk and
Jos{\'{e}} A. S{\'{a}}ez and
Michal Wozniak},
title = {Tackling label noise with multi-class decomposition using fuzzy one-class
support vector machines},
booktitle = {2016 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
2016, Vancouver, BC, Canada, July 24-29, 2016},
pages = {915--922},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FUZZ-IEEE.2016.7737786},
doi = {10.1109/FUZZ-IEEE.2016.7737786},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/KrawczykSW16.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/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/rjour/VillacortaS15,
author = {Pablo J. Villacorta and
Jos{\'{e}} A. S{\'{a}}ez},
title = {{SRCS:} Statistical Ranking Color Scheme for Visualizing Parameterized
Multiple Pairwise Comparisons with {R}},
journal = {R J.},
volume = {7},
number = {2},
pages = {89},
year = {2015},
url = {https://doi.org/10.32614/rj-2015-023},
doi = {10.32614/RJ-2015-023},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/rjour/VillacortaS15.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/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/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}
}
@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 = {Thu, 02 Apr 2020 11:52:52 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaezDLH14.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 = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/ideal/SaezLSH14.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/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/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/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 = {Thu, 02 Apr 2020 11:52:52 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaezGLH13.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/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}
}
@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/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/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}
}
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