BibTeX records: J. Horacio Pacheco-Sánchez

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@article{DBLP:journals/ijprai/Pacheco-Sanchez18,
  author       = {J. Horacio Pacheco{-}S{\'{a}}nchez and
                  R. D. Vera{-}Torres and
                  Roberto Alejo Eleuterio},
  title        = {Bayesian Learning on Discrete Systems of Two Classes},
  journal      = {Int. J. Pattern Recognit. Artif. Intell.},
  volume       = {32},
  number       = {1},
  pages        = {1860013:1--1860013:28},
  year         = {2018},
  url          = {https://doi.org/10.1142/S0218001418600133},
  doi          = {10.1142/S0218001418600133},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijprai/Pacheco-Sanchez18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nca/AlejoMAP17,
  author       = {Roberto Alejo and
                  Juan Monroy{-}de{-}Jes{\'{u}}s and
                  Juan Carlos Ambriz{-}Polo and
                  J. H. Pacheco{-}Sanchez},
  title        = {An improved dynamic sampling back-propagation algorithm based on mean
                  square error to face the multi-class imbalance problem},
  journal      = {Neural Comput. Appl.},
  volume       = {28},
  number       = {10},
  pages        = {2843--2857},
  year         = {2017},
  url          = {https://doi.org/10.1007/s00521-017-2938-3},
  doi          = {10.1007/S00521-017-2938-3},
  timestamp    = {Thu, 03 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nca/AlejoMAP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/npl/AlejoGP15,
  author       = {Roberto Alejo and
                  Vicente Garc{\'{\i}}a and
                  J. Horacio Pacheco{-}S{\'{a}}nchez},
  title        = {An Efficient Over-sampling Approach Based on Mean Square Error Back-propagation
                  for Dealing with the Multi-class Imbalance Problem},
  journal      = {Neural Process. Lett.},
  volume       = {42},
  number       = {3},
  pages        = {603--617},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11063-014-9376-3},
  doi          = {10.1007/S11063-014-9376-3},
  timestamp    = {Wed, 26 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npl/AlejoGP15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ciarp/AlejoMPVVM15,
  author       = {Roberto Alejo and
                  Juan Monroy{-}de{-}Jes{\'{u}}s and
                  J. Horacio Pacheco{-}S{\'{a}}nchez and
                  Rosa Maria Valdovinos and
                  Juan Alberto Antonio Vel{\'{a}}zquez and
                  Jos{\'{e}} Raymundo Marcial{-}Romero},
  editor       = {Alvaro Pardo and
                  Josef Kittler},
  title        = {Analysing the Safe, Average and Border Samples on Two-Class Imbalance
                  Problems in the Back-Propagation Domain},
  booktitle    = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
                  and Applications - 20th Iberoamerican Congress, {CIARP} 2015, Montevideo,
                  Uruguay, November 9-12, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9423},
  pages        = {699--707},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25751-8\_84},
  doi          = {10.1007/978-3-319-25751-8\_84},
  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ciarp/AlejoMPVVM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icsi/Sanchez-CrisostomoALVP14,
  author       = {Juan Pablo S{\'{a}}nchez{-}Crisostomo and
                  Roberto Alejo and
                  Erika L{\'{o}}pez{-}Gonz{\'{a}}lez and
                  Rosa Maria Valdovinos and
                  J. Horacio Pacheco{-}S{\'{a}}nchez},
  editor       = {Ying Tan and
                  Yuhui Shi and
                  Carlos A. Coello Coello},
  title        = {Empirical Analysis of Assessments Metrics for Multi-class Imbalance
                  Learning on the Back-Propagation Context},
  booktitle    = {Advances in Swarm Intelligence - 5th International Conference, {ICSI}
                  2014, Hefei, China, October 17-20, 2014, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8795},
  pages        = {17--23},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-11897-0\_3},
  doi          = {10.1007/978-3-319-11897-0\_3},
  timestamp    = {Tue, 11 Jul 2023 08:21:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icsi/Sanchez-CrisostomoALVP14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/prl/AlejoVGP13,
  author       = {Roberto Alejo and
                  Rosa Maria Valdovinos and
                  Vicente Garc{\'{\i}}a and
                  J. H. Pacheco{-}Sanchez},
  title        = {A hybrid method to face class overlap and class imbalance on neural
                  networks and multi-class scenarios},
  journal      = {Pattern Recognit. Lett.},
  volume       = {34},
  number       = {4},
  pages        = {380--388},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.patrec.2012.09.003},
  doi          = {10.1016/J.PATREC.2012.09.003},
  timestamp    = {Wed, 26 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/prl/AlejoVGP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mcpr2/AlejoAVP13,
  author       = {Roberto Alejo and
                  J. A. Antonio and
                  Rosa Maria Valdovinos and
                  J. H. Pacheco{-}Sanchez},
  editor       = {Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
                  Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
                  Joaqu{\'{\i}}n Salas Rodr{\'{\i}}guez and
                  Gabriella Sanniti di Baja},
  title        = {Assessments Metrics for Multi-class Imbalance Learning: {A} Preliminary
                  Study},
  booktitle    = {Pattern Recognition - 5th Mexican Conference, {MCPR} 2013, Quer{\'{e}}taro,
                  Mexico, June 26-29, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7914},
  pages        = {335--343},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38989-4\_34},
  doi          = {10.1007/978-3-642-38989-4\_34},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mcpr2/AlejoAVP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccia/ToribioAVP12,
  author       = {P. Toribio and
                  Roberto Alejo and
                  Rosa Maria Valdovinos and
                  J. H. Pacheco{-}Sanchez},
  editor       = {David Ria{\~{n}}o and
                  Eva Onaindia and
                  Miguel Cazorla},
  title        = {Using Gabriel graphs in Borderline-SMOTE to deal with severe two-class
                  imbalance problems on neural networks},
  booktitle    = {Artificial Intelligence Research and Development - Proceedings of
                  the 15th International Conference of the Catalan Association for Artificial
                  Intelligence, Alicante, Spain, October 24-26, 2012},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {248},
  pages        = {29--36},
  publisher    = {{IOS} Press},
  year         = {2012},
  url          = {https://doi.org/10.3233/978-1-61499-139-7-29},
  doi          = {10.3233/978-1-61499-139-7-29},
  timestamp    = {Thu, 01 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccia/ToribioAVP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/mcpr2/AlejoTVP12,
  author       = {Roberto Alejo and
                  P. Toribio and
                  Rosa Maria Valdovinos and
                  J. H. Pacheco{-}Sanchez},
  editor       = {Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
                  Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
                  Jos{\'{e}} Arturo Olvera{-}L{\'{o}}pez and
                  Kim L. Boyer},
  title        = {A Modified Back-Propagation Algorithm to Deal with Severe Two-Class
                  Imbalance Problems on Neural Networks},
  booktitle    = {Pattern Recognition - 4th Mexican Conference, {MCPR} 2012, Huatulco,
                  Mexico, June 27-30, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7329},
  pages        = {265--272},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-31149-9\_27},
  doi          = {10.1007/978-3-642-31149-9\_27},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mcpr2/AlejoTVP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cec/DiazVP08,
  author       = {R. I. Diaz and
                  Rosa Maria Valdovinos and
                  J. H. Pacheco{-}Sanchez},
  title        = {Comparative study of Genetic Algorithms and resampling methods for
                  ensemble constructing},
  booktitle    = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
                  2008, June 1-6, 2008, Hong Kong, China},
  pages        = {4179--4183},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/CEC.2008.4631368},
  doi          = {10.1109/CEC.2008.4631368},
  timestamp    = {Thu, 16 Dec 2021 14:01:33 +0100},
  biburl       = {https://dblp.org/rec/conf/cec/DiazVP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}