BibTeX records: Miguel García-Torres

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@article{DBLP:journals/pr/GarciaTorresSDG26,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Francisco Saucedo and
                  Federico Divina and
                  Santiago G{\'{o}}mez{-}Guerrero},
  title        = {{RFMSU:} {A} multivariate symmetrical uncertainty-based random forest},
  journal      = {Pattern Recognit.},
  volume       = {169},
  pages        = {111939},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.patcog.2025.111939},
  doi          = {10.1016/J.PATCOG.2025.111939},
  timestamp    = {Sat, 09 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/GarciaTorresSDG26.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/RodriguezBaenaGLGD25,
  author       = {Domingo S. Rodr{\'{\i}}guez{-}Baena and
                  Francisco G{\'{o}}mez{-}Vela and
                  Aurelio L{\'{o}}pez{-}Fern{\'{a}}ndez and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina},
  title        = {BinRec: addressing data sparsity and cold-start challenges in recommender
                  systems with biclustering},
  journal      = {Appl. Intell.},
  volume       = {55},
  number       = {12},
  pages        = {830},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10489-025-06725-6},
  doi          = {10.1007/S10489-025-06725-6},
  timestamp    = {Wed, 06 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/RodriguezBaenaGLGD25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/GarciaTorres25,
  author       = {Miguel Garc{\'{\i}}a{-}Torres},
  title        = {Feature selection for high-dimensional data using a multivariate search
                  space reduction strategy based scatter search},
  journal      = {J. Heuristics},
  volume       = {31},
  number       = {1},
  pages        = {10},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10732-025-09550-9},
  doi          = {10.1007/S10732-025-09550-9},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/heuristics/GarciaTorres25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieee-rita/LopezFernandezDVG25,
  author       = {Aurelio L{\'{o}}pez{-}Fern{\'{a}}ndez and
                  Federico Divina and
                  Francisco Antonio G{\'{o}}mez Vela and
                  Miguel Garc{\'{\i}}a{-}Torres},
  title        = {Data Mining for Enhancing Learning and Assessment to a Microcompetence-Based
                  Methodology in Higher Education},
  journal      = {Rev. Iberoam. de Tecnol. del Aprendiz.},
  volume       = {20},
  pages        = {22--31},
  year         = {2025},
  url          = {https://doi.org/10.1109/RITA.2025.3532879},
  doi          = {10.1109/RITA.2025.3532879},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ieee-rita/LopezFernandezDVG25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/GarciaTorresPCQVAG24,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Diego P. Pinto{-}Roa and
                  Carlos Nunez Castillo and
                  Brenda Qui{\~{n}}onez and
                  Gabriela V{\'{a}}zquez and
                  Mauricio Allegretti and
                  Mar{\'{\i}}a E. Garc{\'{\i}}a{-}D{\'{\i}}az},
  title        = {Feature selection applied to QoS/QoE modeling on video and web-based
                  mobile data services: An ordinal approach},
  journal      = {Comput. Commun.},
  volume       = {217},
  pages        = {230--245},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.comcom.2024.02.004},
  doi          = {10.1016/J.COMCOM.2024.02.004},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/comcom/GarciaTorresPCQVAG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/Morales-MarecoG24,
  author       = {Felix Morales{-}Mareco and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina and
                  Diego H. Stalder and
                  Carlos Sauer Ayala},
  title        = {Machine learning for electric energy consumption forecasting: Application
                  to the Paraguayan system},
  journal      = {Log. J. {IGPL}},
  volume       = {32},
  number       = {6},
  pages        = {1048--1072},
  year         = {2024},
  url          = {https://doi.org/10.1093/jigpal/jzae035},
  doi          = {10.1093/JIGPAL/JZAE035},
  timestamp    = {Mon, 06 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/igpl/Morales-MarecoG24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/SosaCabreraGGS24,
  author       = {Gustavo Sosa{-}Cabrera and
                  Santiago G{\'{o}}mez{-}Guerrero and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Christian E. Schaerer},
  title        = {Feature selection: a perspective on inter-attribute cooperation},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {17},
  number       = {2},
  pages        = {139--151},
  year         = {2024},
  url          = {https://doi.org/10.1007/s41060-023-00439-z},
  doi          = {10.1007/S41060-023-00439-Z},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/SosaCabreraGGS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/CorthisRGR24,
  author       = {P. Britto Corthis and
                  G. P. Ramesh and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Roberto Ruiz},
  title        = {Effective Identification and Authentication of Healthcare IoT Using
                  Fog Computing with Hybrid Cryptographic Algorithm},
  journal      = {Symmetry},
  volume       = {16},
  number       = {6},
  pages        = {726},
  year         = {2024},
  url          = {https://doi.org/10.3390/sym16060726},
  doi          = {10.3390/SYM16060726},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/symmetry/CorthisRGR24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Vazquez-Noguera24,
  author       = {Silvia V{\'{a}}zquez{-}Noguera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Sebasti{\'{a}}n A. Grillo and
                  Francisco G{\'{o}}mez{-}Vela and
                  Katherin Arrua and
                  Ricardo R. Palma and
                  Lorena Andrea Bearzotti},
  editor       = {H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado and
                  Alicia Troncoso Lora and
                  Hilde P{\'{e}}rez Garc{\'{\i}}a and
                  Esteban Jove and
                  Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
                  Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
                  Pablo Garc{\'{\i}}a Bringas and
                  Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
                  {\'{A}}lvaro Herrero Cos{\'{\i}}o and
                  Paolo Fosci},
  title        = {Fraudulent Transactions Identification Using a Machine Learning Approach},
  booktitle    = {The 19th International Conference on Soft Computing Models in Industrial
                  and Environmental Applications {SOCO} 2024 - Salamanca, Spain, October
                  9-11, 2024 Proceedings, Volume 2},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {889},
  pages        = {147--156},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-75010-6\_15},
  doi          = {10.1007/978-3-031-75010-6\_15},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/softcomp/Vazquez-Noguera24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Garcia-TorresRD23,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Roberto Ruiz and
                  Federico Divina},
  title        = {Evolutionary feature selection on high dimensional data using a search
                  space reduction approach},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {117},
  number       = {Part},
  pages        = {105556},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.engappai.2022.105556},
  doi          = {10.1016/J.ENGAPPAI.2022.105556},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eaai/Garcia-TorresRD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clei/NogueraRPGAAGGFBMP23,
  author       = {Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Diego P. Pinto{-}Roa and
                  Santiago G{\'{o}}mez and
                  Jordan Ayala and
                  Diego Aquino{-}Br{\'{\i}}tez and
                  Pedro E. Gardel{-}Sotomayor and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Jacques Facon and
                  Ver{\'{o}}nica Elisa Castillo Benitez and
                  Ingrid Castro Matto and
                  Pastor E. P{\'{e}}rez Estigarribia},
  title        = {Multiclass Diabetic Retinopathy Classification of Eye Fundus Images
                  Small Datasets Performance Improvement - {A} Neuroevolution Approach},
  booktitle    = {{XLIX} Latin American Computer Conference, {CLEI} 2023, La Paz, Bolivia,
                  October 16-20, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/CLEI60451.2023.10346184},
  doi          = {10.1109/CLEI60451.2023.10346184},
  timestamp    = {Fri, 25 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/clei/NogueraRPGAAGGFBMP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16559,
  author       = {Gustavo Sosa{-}Cabrera and
                  Santiago G{\'{o}}mez{-}Guerrero and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Christian E. Schaerer},
  title        = {Feature Selection: {A} perspective on inter-attribute cooperation},
  journal      = {CoRR},
  volume       = {abs/2306.16559},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.16559},
  doi          = {10.48550/ARXIV.2306.16559},
  eprinttype    = {arXiv},
  eprint       = {2306.16559},
  timestamp    = {Mon, 03 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-16559.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Gomez-GuerreroO22,
  author       = {Santiago G{\'{o}}mez{-}Guerrero and
                  Inocencio Ortiz and
                  Gustavo Sosa{-}Cabrera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Christian E. Schaerer},
  title        = {Measuring Interactions in Categorical Datasets Using Multivariate
                  Symmetrical Uncertainty},
  journal      = {Entropy},
  volume       = {24},
  number       = {1},
  pages        = {64},
  year         = {2022},
  url          = {https://doi.org/10.3390/e24010064},
  doi          = {10.3390/E24010064},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/entropy/Gomez-GuerreroO22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/GrilloRMNGDG21,
  author       = {Sebasti{\'{a}}n A. Grillo and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Jorge Daniel Mello{-}Rom{\'{a}}n and
                  Jose Luis Vazquez Noguera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina and
                  Pedro E. Gardel{-}Sotomayor},
  title        = {Adjacent Inputs With Different Labels and Hardness in Supervised Learning},
  journal      = {{IEEE} Access},
  volume       = {9},
  pages        = {162487--162498},
  year         = {2021},
  url          = {https://doi.org/10.1109/ACCESS.2021.3131150},
  doi          = {10.1109/ACCESS.2021.3131150},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/access/GrilloRMNGDG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/Lopez-Fernandez21,
  author       = {Aurelio L{\'{o}}pez{-}Fern{\'{a}}ndez and
                  Domingo S. Rodr{\'{\i}}guez{-}Baena and
                  Francisco G{\'{o}}mez{-}Vela and
                  Federico Divina and
                  Miguel Garc{\'{\i}}a{-}Torres},
  title        = {A multi-GPU biclustering algorithm for binary datasets},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {147},
  pages        = {209--219},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.jpdc.2020.09.009},
  doi          = {10.1016/J.JPDC.2020.09.009},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jpdc/Lopez-Fernandez21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/AyalaGNGD21,
  author       = {Jordan Ayala and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Francisco G{\'{o}}mez{-}Vela and
                  Federico Divina},
  title        = {Technical analysis strategy optimization using a machine learning
                  approach in stock market indices},
  journal      = {Knowl. Based Syst.},
  volume       = {225},
  pages        = {107119},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.knosys.2021.107119},
  doi          = {10.1016/J.KNOSYS.2021.107119},
  timestamp    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/AyalaGNGD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/GarciaGDTDGC21,
  author       = {Pedro Manuel Mart{\'{\i}}nez Garc{\'{\i}}a and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina and
                  Jos{\'{e}} Terr{\'{o}}n{-}Bautista and
                  Irene Delgado{-}Sainz and
                  Francisco G{\'{o}}mez{-}Vela and
                  Felipe Cort{\'{e}}s{-}Ledesma},
  title        = {Genome-wide prediction of topoisomerase II{\(\beta\)} binding by architectural
                  factors and chromatin accessibility},
  journal      = {PLoS Comput. Biol.},
  volume       = {17},
  number       = {1},
  year         = {2021},
  url          = {https://doi.org/10.1371/journal.pcbi.1007814},
  doi          = {10.1371/JOURNAL.PCBI.1007814},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ploscb/GarciaGDTDGC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Garcia-TorresGD21,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Francisco G{\'{o}}mez{-}Vela and
                  Federico Divina and
                  Diego P. Pinto{-}Roa and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n},
  editor       = {Krzysztof Krawiec},
  title        = {Scatter search for high-dimensional feature selection using feature
                  grouping},
  booktitle    = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
                  Volume, Lille, France, July 10-14, 2021},
  pages        = {149--150},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3449726.3459481},
  doi          = {10.1145/3449726.3459481},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/Garcia-TorresGD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/Aquino-BritezGN21,
  author       = {Diego Aquino{-}Br{\'{\i}}tez and
                  Jordan Ayala G{\'{o}}mez and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Pedro E. Gardel{-}Sotomayor and
                  Ver{\'{o}}nica Elisa Castillo Benitez and
                  Ingrid Castro Matto and
                  Diego P. Pinto{-}Roa and
                  Jaques Facon and
                  Sebasti{\'{a}}n Alberto Grillo},
  editor       = {Paula Otero and
                  Philip Scott and
                  Susan Z. Martin and
                  Elaine Huesing},
  title        = {Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using
                  Neuro-Evolutionary Algorithms},
  booktitle    = {{MEDINFO} 2021: One World, One Health - Global Partnership for Digital
                  Innovation - Proceedings of the 18th World Congress on Medical and
                  Health Informatics, Virtual Event, 2-4 October 2021},
  series       = {Studies in Health Technology and Informatics},
  volume       = {290},
  pages        = {689--693},
  publisher    = {{IOS} Press},
  year         = {2021},
  url          = {https://doi.org/10.3233/SHTI220166},
  doi          = {10.3233/SHTI220166},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/medinfo/Aquino-BritezGN21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/ParraONGRVFDCCM21,
  author       = {Rodrigo Parra and
                  Verena Ojeda and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Cynthia Villalba and
                  Jacques Facon and
                  Federico Divina and
                  Olivia Cardozo and
                  Ver{\'{o}}nica Elisa Castillo and
                  Ingrid Castro Matto},
  editor       = {John Mantas and
                  Lacramioara Stoicu{-}Tivadar and
                  Catherine E. Chronaki and
                  Arie Hasman and
                  Patrick Weber and
                  Parisis Gallos and
                  Mihaela Marcella Vida and
                  Emmanouil Zoulias and
                  Oana Sorina Chirila},
  title        = {Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with
                  Residual Neural Networks},
  booktitle    = {Public Health and Informatics - Proceedings of {MIE} 2021, Medical
                  Informatics Europe, Virtual Event, May 29-31, 2021},
  series       = {Studies in Health Technology and Informatics},
  volume       = {281},
  pages        = {173--177},
  publisher    = {{IOS} Press},
  year         = {2021},
  url          = {https://doi.org/10.3233/SHTI210143},
  doi          = {10.3233/SHTI210143},
  timestamp    = {Tue, 01 Apr 2025 19:08:50 +0200},
  biburl       = {https://dblp.org/rec/conf/mie/ParraONGRVFDCCM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/GallardoGGMDBVD21,
  author       = {Jos{\'{e}} A. Gallardo and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Francisco G{\'{o}}mez{-}Vela and
                  F{\'{e}}lix Morales and
                  Federico Divina and
                  David Becerra{-}Alonso and
                  Gustavo Vel{\'{a}}zquez and
                  Federico Daumas{-}Ladouce and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Carlos Sauer Ayala and
                  Diego P. Pinto{-}Roa and
                  Pedro E. Gardel{-}Sotomayor and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n},
  editor       = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
                  Iker Pastor{-}L{\'{o}}pez and
                  Pablo Garc{\'{\i}}a Bringas and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Forecasting Electricity Consumption Data from Paraguay Using a Machine
                  Learning Approach},
  booktitle    = {16th International Conference on Soft Computing Models in Industrial
                  and Environmental Applications, {SOCO} 2021, Bilbao, Spain, 22-24
                  September, 2021},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1401},
  pages        = {685--694},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-87869-6\_65},
  doi          = {10.1007/978-3-030-87869-6\_65},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/softcomp/GallardoGGMDBVD21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/Rodriguez-Baena20,
  author       = {Domingo S. Rodr{\'{\i}}guez{-}Baena and
                  Francisco G{\'{o}}mez{-}Vela and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina and
                  Carlos D. Barranco and
                  Norberto D{\'{\i}}az{-}D{\'{\i}}az and
                  Manuel Jim{\'{e}}nez and
                  Gema Montalvo},
  title        = {Identifying livestock behavior patterns based on accelerometer dataset},
  journal      = {J. Comput. Sci.},
  volume       = {41},
  pages        = {101076},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.jocs.2020.101076},
  doi          = {10.1016/J.JOCS.2020.101076},
  timestamp    = {Tue, 05 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jocs/Rodriguez-Baena20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clei/Daumas-LadouceG20,
  author       = {Federico Daumas{-}Ladouce and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Diego P. Pinto{-}Roa and
                  Horacio Legal Ayala},
  editor       = {H{\'{e}}ctor Cancela and
                  Gabriela Mar{\'{\i}}n and
                  Vladimir Villarreal},
  title        = {Multi-Objective Pareto Histogram Equalization},
  booktitle    = {{XLV} Latin American Computer Conference - Selected Papers, {CLEI}
                  2019 Selected Papers, Panama, September 30 - October 4, 2019},
  series       = {Electronic Notes in Theoretical Computer Science},
  volume       = {349},
  pages        = {3--23},
  publisher    = {Elsevier},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.entcs.2020.02.010},
  doi          = {10.1016/J.ENTCS.2020.02.010},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/clei/Daumas-LadouceG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceute/ChavesGBGDN20,
  author       = {Viviana Elizabeth Jim{\'{e}}nez Chaves and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  David Becerra{-}Alonso and
                  Francisco G{\'{o}}mez{-}Vela and
                  Federico Divina and
                  Jose Luis Vazquez Noguera},
  editor       = {{\'{A}}lvaro Herrero and
                  Carlos Cambra and
                  Daniel Urda and
                  Javier Sedano and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Analysis of Student Achievement Scores via Cluster Analysis},
  booktitle    = {The 11th International Conference on EUropean Transnational Educational,
                  {ICEUTE} 2020, Burgos, Spain, September 16-18, 2020},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1266},
  pages        = {399--408},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-57799-5\_41},
  doi          = {10.1007/978-3-030-57799-5\_41},
  timestamp    = {Mon, 13 Feb 2023 21:54:28 +0100},
  biburl       = {https://dblp.org/rec/conf/iceute/ChavesGBGDN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/Mello-RomanRGG19,
  author       = {Jorge Daniel Mello{-}Rom{\'{a}}n and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Santiago G{\'{o}}mez{-}Guerrero and
                  Miguel Garc{\'{\i}}a{-}Torres},
  title        = {Predictive Models for the Medical Diagnosis of Dengue: {A} Case Study
                  in Paraguay},
  journal      = {Comput. Math. Methods Medicine},
  volume       = {2019},
  pages        = {7307803:1--7307803:7},
  year         = {2019},
  url          = {https://doi.org/10.1155/2019/7307803},
  doi          = {10.1155/2019/7307803},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmmm/Mello-RomanRGG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/RomanNAPGG19,
  author       = {Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Horacio Legal Ayala and
                  Diego P. Pinto{-}Roa and
                  Santiago G{\'{o}}mez{-}Guerrero and
                  Miguel Garc{\'{\i}}a{-}Torres},
  title        = {Entropy and Contrast Enhancement of Infrared Thermal Images Using
                  the Multiscale Top-Hat Transform},
  journal      = {Entropy},
  volume       = {21},
  number       = {3},
  pages        = {244},
  year         = {2019},
  url          = {https://doi.org/10.3390/e21030244},
  doi          = {10.3390/E21030244},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/RomanNAPGG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/Gomez-VelaDRGD19,
  author       = {Francisco G{\'{o}}mez{-}Vela and
                  Fernando M. Delgado{-}Chaves and
                  Domingo S. Rodr{\'{\i}}guez{-}Baena and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina},
  title        = {Ensemble and Greedy Approach for the Reconstruction of Large Gene
                  Co-Expression Networks},
  journal      = {Entropy},
  volume       = {21},
  number       = {12},
  pages        = {1139},
  year         = {2019},
  url          = {https://doi.org/10.3390/e21121139},
  doi          = {10.3390/E21121139},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/entropy/Gomez-VelaDRGD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Sosa-CabreraGGS19,
  author       = {Gustavo Sosa{-}Cabrera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Santiago G{\'{o}}mez{-}Guerrero and
                  Christian E. Schaerer and
                  Federico Divina},
  title        = {A multivariate approach to the symmetrical uncertainty measure: Application
                  to feature selection problem},
  journal      = {Inf. Sci.},
  volume       = {494},
  pages        = {1--20},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.ins.2019.04.046},
  doi          = {10.1016/J.INS.2019.04.046},
  timestamp    = {Sun, 19 Jan 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/Sosa-CabreraGGS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/SosaNSGA19,
  author       = {Nelson Luis Dura{\~{n}}ona Sosa and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Juan Jos{\'{e}} C{\'{a}}ceres Silva and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Horacio Legal Ayala},
  title        = {{RGB} Inter-Channel Measures for Morphological Color Texture Characterization},
  journal      = {Symmetry},
  volume       = {11},
  number       = {10},
  pages        = {1190},
  year         = {2019},
  url          = {https://doi.org/10.3390/sym11101190},
  doi          = {10.3390/SYM11101190},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/symmetry/SosaNSGA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amw/QuinonezPGGND19,
  author       = {Brenda Qui{\~{n}}onez and
                  Diego P. Pinto{-}Roa and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Mar{\'{\i}}a E. Garc{\'{\i}}a{-}D{\'{\i}}az and
                  Carlos Nunez Castillo and
                  Federico Divina},
  editor       = {Aidan Hogan and
                  Tova Milo},
  title        = {Map-Elites Algorithm for Features Selection Problem},
  booktitle    = {Proceedings of the 13th Alberto Mendelzon International Workshop on
                  Foundations of Data Management, Asunci{\'{o}}n, Paraguay, June
                  3-7, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2369},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2369/short10.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:19 +0100},
  biburl       = {https://dblp.org/rec/conf/amw/QuinonezPGGND19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/Garcia-TorresBV19,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  David Becerra{-}Alonso and
                  Francisco Antonio G{\'{o}}mez Vela and
                  Federico Divina and
                  Isabel L{\'{o}}pez{-}Cobo and
                  Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
  editor       = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
                  Alicia Troncoso Lora and
                  Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Analysis of Student Achievement Scores: {A} Machine Learning Approach},
  booktitle    = {International Joint Conference: 12th International Conference on Computational
                  Intelligence in Security for Information Systems {(CISIS} 2019) and
                  10th International Conference on EUropean Transnational Education
                  {(ICEUTE} 2019) - Seville, Spain, May 13-15, 2019, Proceedings},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {951},
  pages        = {275--284},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20005-3\_28},
  doi          = {10.1007/978-3-030-20005-3\_28},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cisis-spain/Garcia-TorresBV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/ChavesGNOEDM19,
  author       = {Viviana Elizabeth Jim{\'{e}}nez Chaves and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  C{\'{e}}sar D. Cabrera Oviedo and
                  Andrea Paola Riego Esteche and
                  Federico Divina and
                  Manuel Marrufo{-}V{\'{a}}zquez},
  editor       = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
                  Alicia Troncoso Lora and
                  Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Analysis of Teacher Training in Mathematics in Paraguay's Elementary
                  Education System Using Machine Learning Techniques},
  booktitle    = {International Joint Conference: 12th International Conference on Computational
                  Intelligence in Security for Information Systems {(CISIS} 2019) and
                  10th International Conference on EUropean Transnational Education
                  {(ICEUTE} 2019) - Seville, Spain, May 13-15, 2019, Proceedings},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {951},
  pages        = {285--294},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20005-3\_29},
  doi          = {10.1007/978-3-030-20005-3\_29},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cisis-spain/ChavesGNOEDM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icacit/ChavesSENGM19,
  author       = {Viviana Elizabeth Jim{\'{e}}nez Chaves and
                  Graciela Molinas Santana and
                  Andrea Paola Riego Esteche and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Sergio Duarte Masi},
  title        = {Self-Assessment of the Computer Engineering Career at the Universidad
                  Americana},
  booktitle    = {International Symposium on Engineering Accreditation and Education,
                  {ICACIT} 2019, Cusco, Peru, September 12-13, 2019},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICACIT46824.2019.9130282},
  doi          = {10.1109/ICACIT46824.2019.9130282},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icacit/ChavesSENGM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/DivinaGHS18,
  author       = {Federico Divina and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Ting Hu and
                  Christian E. Schaerer},
  title        = {Soft Computing for Analysis of Biomedical Data},
  journal      = {Comput. Math. Methods Medicine},
  volume       = {2018},
  pages        = {3902484:1--3902484:2},
  year         = {2018},
  url          = {https://doi.org/10.1155/2018/3902484},
  doi          = {10.1155/2018/3902484},
  timestamp    = {Thu, 21 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmmm/DivinaGHS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cacic/MendezCNARGG18,
  author       = {Raul Mendez and
                  Rodolfo Cardozo and
                  Jos{\'{e}} Luis V{\'{a}}zquez Noguera and
                  Horacio Legal Ayala and
                  Julio C{\'{e}}sar Mello Rom{\'{a}}n and
                  Sebasti{\'{a}}n A. Grillo and
                  Miguel Garc{\'{\i}}a{-}Torres},
  editor       = {Patricia Pesado and
                  Claudio Aciti},
  title        = {Color Image Enhancement Using a Multiscale Morphological Approach},
  booktitle    = {Computer Science - {CACIC} 2018 - 24th Argentine Congress, Tandil,
                  Argentina, October 8-12, 2018, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {995},
  pages        = {109--123},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-20787-8\_8},
  doi          = {10.1007/978-3-030-20787-8\_8},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cacic/MendezCNARGG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/GarciaGDVC18,
  author       = {Pedro Manuel Mart{\'{\i}}nez Garc{\'{\i}}a and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina and
                  Francisco Antonio G{\'{o}}mez Vela and
                  Felipe Cort{\'{e}}s{-}Ledesma},
  editor       = {Kevin Sim and
                  Paul Kaufmann},
  title        = {Analysis of Relevance and Redundance on Topoisomerase 2b {(TOP2B)}
                  Binding Sites: {A} Feature Selection Approach},
  booktitle    = {Applications of Evolutionary Computation - 21st International Conference,
                  EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10784},
  pages        = {86--101},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-77538-8\_7},
  doi          = {10.1007/978-3-319-77538-8\_7},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/evoW/GarciaGDVC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/Gomez-VelaLLBBG17,
  author       = {Francisco G{\'{o}}mez{-}Vela and
                  Aurelio L{\'{o}}pez and
                  Jos{\'{e}} Antonio Lagares and
                  Domingo S. Baena and
                  Carlos D. Barranco and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Federico Divina},
  editor       = {Ignacio Rojas and
                  Francisco M. Ortu{\~{n}}o Guzman},
  title        = {Bioinformatics from a Big Data Perspective: Meeting the Challenge},
  booktitle    = {Bioinformatics and Biomedical Engineering - 5th International Work-Conference,
                  {IWBBIO} 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10209},
  pages        = {349--359},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-56154-7\_32},
  doi          = {10.1007/978-3-319-56154-7\_32},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwbbio/Gomez-VelaLLBBG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08730,
  author       = {Gustavo Sosa{-}Cabrera and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Santiago G{\'{o}}mez and
                  Christian Schaerer and
                  Federico Divina},
  title        = {Understanding a Version of Multivariate Symmetric Uncertainty to assist
                  in Feature Selection},
  journal      = {CoRR},
  volume       = {abs/1709.08730},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.08730},
  eprinttype    = {arXiv},
  eprint       = {1709.08730},
  timestamp    = {Thu, 16 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-08730.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Garcia-TorresGM16,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Francisco G{\'{o}}mez{-}Vela and
                  Bel{\'{e}}n Meli{\'{a}}n{-}Batista and
                  J. Marcos Moreno{-}Vega},
  title        = {High-dimensional feature selection via feature grouping: {A} Variable
                  Neighborhood Search approach},
  journal      = {Inf. Sci.},
  volume       = {326},
  pages        = {102--118},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.ins.2015.07.041},
  doi          = {10.1016/J.INS.2015.07.041},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Garcia-TorresGM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Arias-MichelGSD16,
  author       = {Rafael Arias{-}Michel and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Christian Schaerer and
                  Federico Divina},
  editor       = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
                  Alicia Troncoso and
                  H{\'{e}}ctor Quinti{\'{a}}n and
                  Emilio Corchado},
  title        = {Feature Selection Using Approximate Multivariate Markov Blankets},
  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        = {114--125},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-32034-2\_10},
  doi          = {10.1007/978-3-319-32034-2\_10},
  timestamp    = {Fri, 27 Mar 2020 08:52:04 +0100},
  biburl       = {https://dblp.org/rec/conf/hais/Arias-MichelGSD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Garcia-TorresABL13,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Rub{\'{e}}n Arma{\~{n}}anzas and
                  Concha Bielza and
                  Pedro Larra{\~{n}}aga},
  title        = {Comparison of metaheuristic strategies for peakbin selection in proteomic
                  mass spectrometry data},
  journal      = {Inf. Sci.},
  volume       = {222},
  pages        = {229--246},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.ins.2010.12.013},
  doi          = {10.1016/J.INS.2010.12.013},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/Garcia-TorresABL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/RuizRAG12,
  author       = {Roberto Ruiz and
                  Jos{\'{e}} C. Riquelme and
                  Jes{\'{u}}s S. Aguilar{-}Ruiz and
                  Miguel Garc{\'{\i}}a{-}Torres},
  title        = {Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked
                  searches},
  journal      = {Expert Syst. Appl.},
  volume       = {39},
  number       = {12},
  pages        = {11094--11102},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.eswa.2012.03.061},
  doi          = {10.1016/J.ESWA.2012.03.061},
  timestamp    = {Wed, 14 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/RuizRAG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/ArmananzasSIGBPL11,
  author       = {Rub{\'{e}}n Arma{\~{n}}anzas and
                  Yvan Saeys and
                  I{\~{n}}aki Inza and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Concha Bielza and
                  Yves Van de Peer and
                  Pedro Larra{\~{n}}aga},
  title        = {Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach
                  with Estimation of Distribution Algorithms},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {8},
  number       = {3},
  pages        = {760--774},
  year         = {2011},
  url          = {https://doi.org/10.1109/TCBB.2010.18},
  doi          = {10.1109/TCBB.2010.18},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/ArmananzasSIGBPL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/Garcia-TorresRMMM11,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  Roberto Ruiz and
                  Bel{\'{e}}n Meli{\'{a}}n{-}Batista and
                  Jos{\'{e}} A. Moreno{-}P{\'{e}}rez and
                  J. Marcos Moreno{-}Vega},
  title        = {A Two-Phase Heuristic Construction of Feature Sets for Classification},
  booktitle    = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
  pages        = {1028--1031},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICTAI.2011.175},
  doi          = {10.1109/ICTAI.2011.175},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/Garcia-TorresRMMM11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/MonteroRGS10,
  author       = {Miguel {\'{A}}. Montero and
                  Roberto Ruiz and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Luis M. Sarro},
  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        = {Feature Selection Applied to Data from the Sloan Digital Sky Survey},
  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        = {611--620},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13022-9\_61},
  doi          = {10.1007/978-3-642-13022-9\_61},
  timestamp    = {Mon, 04 Nov 2024 22:25:42 +0100},
  biburl       = {https://dblp.org/rec/conf/ieaaie/MonteroRGS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/Torres09,
  author       = {Miguel Garc{\'{\i}}a{-}Torres},
  editor       = {John Wang},
  title        = {Metaheuristics in Data Mining},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1200--1206},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10975},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/Torres09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Hernandez-ArauzoTB07,
  author       = {Alejandro Hern{\'{a}}ndez{-}Arauzo and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Antonio Bahamonde},
  editor       = {Daniel Borrajo and
                  Luis A. Castillo and
                  Juan M. Corchado},
  title        = {Ranking Attributes Using Learning of Preferences by Means of {SVM}},
  booktitle    = {Current Topics in Artificial Intelligence, 12th Conference of the
                  Spanish Association for Artificial Intelligence, {CAEPIA} 2007, Salamanca,
                  Spain, November 12-16, 2007. Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4788},
  pages        = {100--109},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-75271-4\_11},
  doi          = {10.1007/978-3-540-75271-4\_11},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/caepia/Hernandez-ArauzoTB07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Garcia-LopezTMMM06,
  author       = {F{\'{e}}lix Garc{\'{\i}}a{-}L{\'{o}}pez and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Bel{\'{e}}n Meli{\'{a}}n{-}Batista and
                  Jos{\'{e}} A. Moreno{-}P{\'{e}}rez and
                  J. Marcos Moreno{-}Vega},
  title        = {Solving feature subset selection problem by a Parallel Scatter Search},
  journal      = {Eur. J. Oper. Res.},
  volume       = {169},
  number       = {2},
  pages        = {477--489},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.ejor.2004.08.010},
  doi          = {10.1016/J.EJOR.2004.08.010},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eor/Garcia-LopezTMMM06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocast/AmoTBPVM05,
  author       = {Ignacio Jos{\'{e}} Garc{\'{\i}}a del Amo and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Bel{\'{e}}n Meli{\'{a}}n{-}Batista and
                  Jos{\'{e}} A. Moreno{-}P{\'{e}}rez and
                  J. Marcos Moreno{-}Vega and
                  Raquel Rivero Mart{\'{\i}}n},
  editor       = {Roberto Moreno{-}D{\'{\i}}az and
                  Franz Pichler and
                  Alexis Quesada{-}Arencibia},
  title        = {Data Mining with Scatter Search},
  booktitle    = {Computer Aided Systems Theory - {EUROCAST} 2005, 10th International
                  Conference on Computer Aided Systems Theory, Las Palmas de Gran Canaria,
                  Spain, February 7-11, 2005, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3643},
  pages        = {199--204},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11556985\_25},
  doi          = {10.1007/11556985\_25},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/eurocast/AmoTBPVM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hm/TorresLBPV04,
  author       = {Miguel Garc{\'{\i}}a{-}Torres and
                  F{\'{e}}lix C. Garc{\'{\i}}a L{\'{o}}pez and
                  Bel{\'{e}}n Meli{\'{a}}n{-}Batista and
                  Jos{\'{e}} A. Moreno{-}P{\'{e}}rez and
                  J. Marcos Moreno{-}Vega},
  editor       = {Christian Blum and
                  Andrea Roli and
                  Michael Sampels},
  title        = {Solving Feature Subset Selection Problem by a Hybrid Metaheuristic},
  booktitle    = {Hybrid Metaheuristics, First International Workshop, {HM} 2004, Valencia,
                  Spain, August 22-23, 2004, Proceedings},
  pages        = {59--68},
  year         = {2004},
  url          = {http://iridia.ulb.ac.be/\%7Ehm2004/proceedings/p07.pdf},
  timestamp    = {Wed, 25 May 2016 10:19:57 +0200},
  biburl       = {https://dblp.org/rec/conf/hm/TorresLBPV04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/LopezTMV03,
  author       = {F{\'{e}}lix C. Garc{\'{\i}}a L{\'{o}}pez and
                  Miguel Garc{\'{\i}}a{-}Torres and
                  Jos{\'{e}} A. Moreno{-}P{\'{e}}rez and
                  J. Marcos Moreno{-}Vega},
  editor       = {Ricardo Conejo and
                  Maite Urretavizcaya and
                  Jos{\'{e}}{-}Luis P{\'{e}}rez{-}de{-}la{-}Cruz},
  title        = {Scatter Search for the Feature Selection Problem},
  booktitle    = {Current Topics in Artificial Intelligence, 10th Conference of the
                  Spanish Association for Artificial Intelligence, {CAEPIA} 2003, and
                  5th Conference on Technology Transfer, {TTIA} 2003, San Sebastian,
                  Spain, November 12-14, 2003. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {3040},
  pages        = {517--525},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/978-3-540-25945-9\_51},
  doi          = {10.1007/978-3-540-25945-9\_51},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/caepia/LopezTMV03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}