BibTeX records: Francisco Javier Pulgar

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@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/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, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/inffus/PulgarCRJ20.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, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcisys/PulgarCRJ18.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    = {Mon, 03 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideal/PulgarCRJ18.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/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    = {Mon, 03 Mar 2025 21:16:24 +0100},
  biburl       = {https://dblp.org/rec/conf/iwann/RivasOPJ17.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}
}

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