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ORCIDBibTeX records: Pedro J. García-Laencina
@article{DBLP:journals/ijcisys/SantosARG18,
author = {Miriam Seoane Santos and
Pedro H. Abreu and
Germ{\'{a}}n Rodr{\'{\i}}guez{-}Berm{\'{u}}dez and
Pedro J. Garc{\'{\i}}a{-}Laencina},
title = {Improving the Classifier Performance in Motor Imagery Task Classification:
What are the steps in the classification process that we should worry
about?},
journal = {Int. J. Comput. Intell. Syst.},
volume = {11},
number = {1},
pages = {1278--1293},
year = {2018},
url = {https://doi.org/10.2991/ijcis.11.1.95},
doi = {10.2991/IJCIS.11.1.95},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/SantosARG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/SantosAGSC17,
author = {Miriam Seoane Santos and
Pedro H. Abreu and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Ad{\'{e}}lia Sim{\~{a}}o and
Armando Carvalho},
title = {{HCC} Survival},
publisher = {{UCI} Machine Learning Repository},
year = {2017},
month = nov,
howpublished = {\url{https://doi.org/10.24432/C5TS4S}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.24432/C5TS4S},
doi = {10.24432/C5TS4S},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/SantosAGSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/Garcia-Laencina15,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Pedro Henriques Abreu and
Miguel Henriques Abreu and
No{\'{e}}mia Afonoso},
title = {Missing data imputation on the 5-year survival prediction of breast
cancer patients with unknown discrete values},
journal = {Comput. Biol. Medicine},
volume = {59},
pages = {125--133},
year = {2015},
url = {https://doi.org/10.1016/j.compbiomed.2015.02.006},
doi = {10.1016/J.COMPBIOMED.2015.02.006},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/Garcia-Laencina15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/Rodriguez-Bermudez15,
author = {Germ{\'{a}}n Rodr{\'{\i}}guez{-}Berm{\'{u}}dez and
Miguel {\'{A}}ngel S{\'{a}}nchez Granero and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Manuel Fern{\'{a}}ndez{-}Mart{\'{\i}}nez and
Jos{\'{e}} Serna and
Joaqu{\'{\i}}n Roca{-}Dorda},
title = {Testing the Self-Similarity Exponent to Feature Extraction in Motor
Imagery Based Brain Computer Interface Systems},
journal = {Int. J. Bifurc. Chaos},
volume = {25},
number = {14},
pages = {1540023:1--1540023:9},
year = {2015},
url = {https://doi.org/10.1142/S0218127415400234},
doi = {10.1142/S0218127415400234},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbc/Rodriguez-Bermudez15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/SantosAGSC15,
author = {Miriam Seoane Santos and
Pedro Henriques Abreu and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Ad{\'{e}}lia Sim{\~{a}}o and
Armando Carvalho},
title = {A new cluster-based oversampling method for improving survival prediction
of hepatocellular carcinoma patients},
journal = {J. Biomed. Informatics},
volume = {58},
pages = {49--59},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.09.012},
doi = {10.1016/J.JBI.2015.09.012},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/SantosAGSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Garcia-LaencinaRR14,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Germ{\'{a}}n Rodr{\'{\i}}guez{-}Berm{\'{u}}dez and
Joaqu{\'{\i}}n Roca{-}Dorda},
title = {Exploring dimensionality reduction of {EEG} features in motor imagery
task classification},
journal = {Expert Syst. Appl.},
volume = {41},
number = {11},
pages = {5285--5295},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2014.02.043},
doi = {10.1016/J.ESWA.2014.02.043},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Garcia-LaencinaRR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Garcia-LaencinaSF13,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {Classifying patterns with missing values using Multi-Task Learning
perceptrons},
journal = {Expert Syst. Appl.},
volume = {40},
number = {4},
pages = {1333--1341},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2012.08.057},
doi = {10.1016/J.ESWA.2012.08.057},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Garcia-LaencinaSF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/Rodriguez-BermudezGR13,
author = {Germ{\'{a}}n Rodr{\'{\i}}guez{-}Berm{\'{u}}dez and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Joaqu{\'{\i}}n Roca{-}Dorda},
title = {Efficient Automatic Selection and Combination of {EEG} Features in
Least Squares Classifiers for Motor Imagery Brain-Computer Interfaces},
journal = {Int. J. Neural Syst.},
volume = {23},
number = {4},
year = {2013},
url = {https://doi.org/10.1142/S0129065713500159},
doi = {10.1142/S0129065713500159},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/Rodriguez-BermudezGR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Rodriguez-BermudezGRR13,
author = {Germ{\'{a}}n Rodr{\'{\i}}guez{-}Berm{\'{u}}dez and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Joaqu{\'{\i}}n Roca{-}Gonz{\'{a}}lez and
Joaqu{\'{\i}}n Roca{-}Dorda},
title = {Efficient feature selection and linear discrimination of {EEG} signals},
journal = {Neurocomputing},
volume = {115},
pages = {161--165},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2013.01.001},
doi = {10.1016/J.NEUCOM.2013.01.001},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Rodriguez-BermudezGRR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itc/Garcia-Laencina13,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina},
title = {Improving Predictions Using Linear Combination Of Multiple Extreme
Learning Machines},
journal = {Inf. Technol. Control.},
volume = {42},
number = {1},
pages = {86--93},
year = {2013},
url = {https://doi.org/10.5755/j01.itc.42.1.1667},
doi = {10.5755/J01.ITC.42.1.1667},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/itc/Garcia-Laencina13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Bueno-CrespoGS13,
author = {Andr{\'{e}}s Bueno{-}Crespo and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez},
title = {Neural architecture design based on extreme learning machine},
journal = {Neural Networks},
volume = {48},
pages = {19--24},
year = {2013},
url = {https://doi.org/10.1016/j.neunet.2013.06.010},
doi = {10.1016/J.NEUNET.2013.06.010},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Bueno-CrespoGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/UrdaSGFSJ12,
author = {Daniel Urda and
Jos{\'{e}} Luis Subirats and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Leonardo Franco and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
Jos{\'{e}} Manuel Jerez},
title = {{WIMP:} Web server tool for missing data imputation},
journal = {Comput. Methods Programs Biomed.},
volume = {108},
number = {3},
pages = {1247--1254},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2012.08.006},
doi = {10.1016/J.CMPB.2012.08.006},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/UrdaSGFSJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/JerezMGARMF10,
author = {Jos{\'{e}} M. Jerez and
Ignacio Molina and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Emilio Alba and
Nuria Ribelles and
Miguel Mart{\'{\i}}n and
Leonardo Franco},
title = {Missing data imputation using statistical and machine learning methods
in a real breast cancer problem},
journal = {Artif. Intell. Medicine},
volume = {50},
number = {2},
pages = {105--115},
year = {2010},
url = {https://doi.org/10.1016/j.artmed.2010.05.002},
doi = {10.1016/J.ARTMED.2010.05.002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/JerezMGARMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/Garcia-LaencinaSF10,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {Pattern classification with missing data: a review},
journal = {Neural Comput. Appl.},
volume = {19},
number = {2},
pages = {263--282},
year = {2010},
url = {https://doi.org/10.1007/s00521-009-0295-6},
doi = {10.1007/S00521-009-0295-6},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/Garcia-LaencinaSF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iasc/Sancho-GomezGF09,
author = {Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
Pedro J. Garc{\'{\i}}a{-}Laencina and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {Combining Missing Data Imputation and Pattern Classification in a
Multi-Layer Perceptron},
journal = {Intell. Autom. Soft Comput.},
volume = {15},
number = {4},
pages = {539--553},
year = {2009},
url = {https://doi.org/10.1080/10798587.2009.10643048},
doi = {10.1080/10798587.2009.10643048},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iasc/Sancho-GomezGF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Garcia-LaencinaSFV09,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Michel Verleysen},
title = {K nearest neighbours with mutual information for simultaneous classification
and missing data imputation},
journal = {Neurocomputing},
volume = {72},
number = {7-9},
pages = {1483--1493},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.11.026},
doi = {10.1016/J.NEUCOM.2008.11.026},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Garcia-LaencinaSFV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Garcia-LaencinaSFV08,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Michel Verleysen},
title = {K-nearest neighbours based on mutual information for incomplete data
classification},
booktitle = {16th European Symposium on Artificial Neural Networks, {ESANN} 2008,
Bruges, Belgium, April 23-25, 2008, Proceedings},
pages = {37--42},
year = {2008},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2008-42.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Garcia-LaencinaSFV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Gonzalez-BenitezVBG07,
author = {Santiago Gonz{\'{a}}lez{-}Ben{\'{\i}}tez and
Rafael Verd{\'{u}} and
Rafael Berenguer and
Pedro J. Garc{\'{\i}}a{-}Laencina},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Segmentation of Sequences of Stereoscopic Images for Modelling Artificial
Muscles},
booktitle = {Nature Inspired Problem-Solving Methods in Knowledge Engineering,
Second International Work-Conference on the Interplay Between Natural
and Artificial Computation, {IWINAC} 2007, La Manga del Mar Menor,
Spain, June 18-21, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4528},
pages = {152--161},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73055-2\_17},
doi = {10.1007/978-3-540-73055-2\_17},
timestamp = {Wed, 13 Jan 2021 08:41:00 +0100},
biburl = {https://dblp.org/rec/conf/iwinac/Gonzalez-BenitezVBG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Serrano-GarciaGLS07,
author = {Jes{\'{u}}s Serrano{-}Garc{\'{\i}}a and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Jorge Larrey{-}Ruiz and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {A Support Vector Method for Estimating Joint Density of Medical Images},
booktitle = {Nature Inspired Problem-Solving Methods in Knowledge Engineering,
Second International Work-Conference on the Interplay Between Natural
and Artificial Computation, {IWINAC} 2007, La Manga del Mar Menor,
Spain, June 18-21, 2007, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {4528},
pages = {162--170},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73055-2\_18},
doi = {10.1007/978-3-540-73055-2\_18},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/Serrano-GarciaGLS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Garcia-LaencinaSFS07,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Jes{\'{u}}s Serrano{-}Garc{\'{\i}}a and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Multi-task Neural Networks for Dealing with Missing Inputs},
booktitle = {Bio-inspired Modeling of Cognitive Tasks, Second International Work-Conference
on the Interplay Between Natural and Artificial Computation, {IWINAC}
2007, La Manga del Mar Menor, Spain, June 18-21, 2007, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4527},
pages = {282--291},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73053-8\_28},
doi = {10.1007/978-3-540-73053-8\_28},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/Garcia-LaencinaSFS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Garcia-LaencinaSF06,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {Pattern Classification with Missing Values using Multitask Learning},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {3594--3601},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247370},
doi = {10.1109/IJCNN.2006.247370},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Garcia-LaencinaSF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Garcia-LaencinaFSS05,
author = {Pedro J. Garc{\'{\i}}a{-}Laencina and
An{\'{\i}}bal R. Figueiras{-}Vidal and
Jes{\'{u}}s Serrano{-}Garc{\'{\i}}a and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Exploiting Multitask Learning Schemes Using Private Subnetworks},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International
Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3512},
pages = {233--240},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_29},
doi = {10.1007/11494669\_29},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Garcia-LaencinaFSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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