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ORCIDBibTeX records: César Hervás-Martínez
@article{DBLP:journals/corr/abs-2401-15377,
author = {F. J. Jimenez{-}Romero and
David Guijo{-}Rubio and
F. R. Lara{-}Raya and
A. Ruiz{-}Gonzalez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Validation of artificial neural networks to model the acoustic behaviour
of induction motors},
journal = {CoRR},
volume = {abs/2401.15377},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15377},
doi = {10.48550/ARXIV.2401.15377},
eprinttype = {arXiv},
eprint = {2401.15377},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06622,
author = {Antonio J. Tall{\'{o}}n{-}Ballesteros and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A two-stage algorithm in evolutionary product unit neural networks
for classification},
journal = {CoRR},
volume = {abs/2402.06622},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06622},
doi = {10.48550/ARXIV.2402.06622},
eprinttype = {arXiv},
eprint = {2402.06622},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VargasGRRFH23,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
Riccardo Rosati and
Luca Romeo and
Emanuele Frontoni and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exponential loss regularisation for encouraging ordinal constraint
to shotgun stocks quality assessment},
journal = {Appl. Soft Comput.},
volume = {138},
pages = {110191},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2023.110191},
doi = {10.1016/J.ASOC.2023.110191},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/VargasGRRFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/VargasGRRFH23,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
Riccardo Rosati and
Luca Romeo and
Emanuele Frontoni and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Deep learning based hierarchical classifier for weapon stock aesthetic
quality control assessment},
journal = {Comput. Ind.},
volume = {144},
pages = {103786},
year = {2023},
url = {https://doi.org/10.1016/j.compind.2022.103786},
doi = {10.1016/J.COMPIND.2022.103786},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cii/VargasGRRFH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Vargas0HMRG23,
author = {V{\'{\i}}ctor Manuel Vargas and
Riccardo Rosati and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Adriano Mancini and
Luca Romeo and
Pedro Antonio Guti{\'{e}}rrez},
title = {A hybrid feature learning approach based on convolutional kernels
for {ATM} fault prediction using event-log data},
journal = {Eng. Appl. Artif. Intell.},
volume = {123},
number = {Part {C}},
pages = {106463},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106463},
doi = {10.1016/J.ENGAPPAI.2023.106463},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Vargas0HMRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/DiazLozanoGGH23,
author = {Miguel D{\'{\i}}az{-}Lozano and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Cluster analysis and forecasting of viruses incidence growth curves:
Application to SARS-CoV-2},
journal = {Expert Syst. Appl.},
volume = {225},
pages = {120103},
year = {2023},
url = {https://doi.org/10.1016/j.eswa.2023.120103},
doi = {10.1016/J.ESWA.2023.120103},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/DiazLozanoGGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/VargasGBH23,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
Javier Barbero{-}G{\'{o}}mez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Soft labelling based on triangular distributions for ordinal classification},
journal = {Inf. Fusion},
volume = {93},
pages = {258--267},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.01.003},
doi = {10.1016/J.INFFUS.2023.01.003},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/VargasGBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/VargasDGGH23,
author = {V{\'{\i}}ctor Manuel Vargas and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Generalised triangular distributions for ordinal deep learning: Novel
proposal and optimisation},
journal = {Inf. Sci.},
volume = {648},
pages = {119606},
year = {2023},
url = {https://doi.org/10.1016/j.ins.2023.119606},
doi = {10.1016/J.INS.2023.119606},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/VargasDGGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/BarberoGomezGH23,
author = {Javier Barbero{-}G{\'{o}}mez and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Error-Correcting Output Codes in the Framework of Deep Ordinal Classification},
journal = {Neural Process. Lett.},
volume = {55},
number = {5},
pages = {5299--5330},
year = {2023},
url = {https://doi.org/10.1007/s11063-022-10824-7},
doi = {10.1007/S11063-022-10824-7},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/BarberoGomezGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/VargasGBH23,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
Javier Barbero{-}G{\'{o}}mez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Activation Functions for Convolutional Neural Networks: Proposals
and Experimental Study},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {3},
pages = {1478--1488},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3105444},
doi = {10.1109/TNNLS.2021.3105444},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/VargasGBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/VargasADGHG23,
author = {V{\'{\i}}ctor Manuel Vargas and
Rafael Ayll{\'{o}}n{-}Gavil{\'{a}}n and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
David Guijo{-}Rubio},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Gramian Angular and Markov Transition Fields Applied to Time Series
Ordinal Classification},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {505--516},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_41},
doi = {10.1007/978-3-031-43078-7\_41},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/VargasADGHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RiveraGavilanVGBHG23,
author = {Marcos Rivera{-}Gavil{\'{a}}n and
V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
Javier Brice{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
David Guijo{-}Rubio},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Ordinal Classification Approach for Donor-Recipient Matching in Liver
Transplantation with Circulatory Death Donors},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {517--528},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_42},
doi = {10.1007/978-3-031-43078-7\_42},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/RiveraGavilanVGBHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/BarberoGomezCCGH23,
author = {Javier Barbero{-}G{\'{o}}mez and
Ricardo P. M. Cruz and
Jaime S. Cardoso and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Evaluating the Performance of Explanation Methods on Ordinal Regression
{CNN} Models},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {529--540},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_43},
doi = {10.1007/978-3-031-43078-7\_43},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/BarberoGomezCCGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/AyllonGavilanGGH23,
author = {Rafael Ayll{\'{o}}n{-}Gavil{\'{a}}n and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Dictionary-Based Approach to Time Series Ordinal Classification},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14135},
pages = {541--552},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43078-7\_44},
doi = {10.1007/978-3-031-43078-7\_44},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/AyllonGavilanGGH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09288,
author = {Rafael Ayll{\'{o}}n{-}Gavil{\'{a}}n and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A Dictionary-based approach to Time Series Ordinal Classification},
journal = {CoRR},
volume = {abs/2305.09288},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09288},
doi = {10.48550/ARXIV.2305.09288},
eprinttype = {arXiv},
eprint = {2305.09288},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10059,
author = {V{\'{\i}}ctor Manuel Vargas and
Riccardo Rosati and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Adriano Mancini and
Luca Romeo and
Pedro Antonio Guti{\'{e}}rrez},
title = {A hybrid feature learning approach based on convolutional kernels
for {ATM} fault prediction using event-log data},
journal = {CoRR},
volume = {abs/2305.10059},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10059},
doi = {10.48550/ARXIV.2305.10059},
eprinttype = {arXiv},
eprint = {2305.10059},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10084,
author = {Rafael Ayll{\'{o}}n{-}Gavil{\'{a}}n and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Anthony J. Bagnall and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Convolutional and Deep Learning based techniques for Time Series Ordinal
Classification},
journal = {CoRR},
volume = {abs/2306.10084},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10084},
doi = {10.48550/ARXIV.2306.10084},
eprinttype = {arXiv},
eprint = {2306.10084},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Diaz-LozanoGGGT22,
author = {Miguel D{\'{\i}}az{-}Lozano and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Antonio Manuel G{\'{o}}mez{-}Orellana and
Isaac T{\'{u}}{\~{n}}ez and
Luis Ortigosa{-}Moreno and
Armando Romanos{-}Rodr{\'{\i}}guez and
Javier Padillo{-}Ruiz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {{COVID-19} contagion forecasting framework based on curve decomposition
and evolutionary artificial neural networks: {A} case study in Andalusia,
Spain},
journal = {Expert Syst. Appl.},
volume = {207},
pages = {117977},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117977},
doi = {10.1016/J.ESWA.2022.117977},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Diaz-LozanoGGGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/RosatiRVGHF22,
author = {Riccardo Rosati and
Luca Romeo and
V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Emanuele Frontoni},
title = {A novel deep ordinal classification approach for aesthetic quality
control classification},
journal = {Neural Comput. Appl.},
volume = {34},
number = {14},
pages = {11625--11639},
year = {2022},
url = {https://doi.org/10.1007/s00521-022-07050-6},
doi = {10.1007/S00521-022-07050-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/RosatiRVGHF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/VargasGH22,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Unimodal regularisation based on beta distribution for deep ordinal
regression},
journal = {Pattern Recognit.},
volume = {122},
pages = {108310},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108310},
doi = {10.1016/J.PATCOG.2021.108310},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/VargasGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Diaz-LozanoGGH22,
author = {Miguel D{\'{\i}}az{-}Lozano and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
F{\'{e}}lix de la Paz L{\'{o}}pez and
Hojjat Adeli},
title = {Clustering of {COVID-19} Time Series Incidence Intensity in Andalusia,
Spain},
booktitle = {Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence
- 9th International Work-Conference on the Interplay Between Natural
and Artificial Computation, {IWINAC} 2022, Puerto de la Cruz, Tenerife,
Spain, May 31 - June 3, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13259},
pages = {462--471},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-06527-9\_46},
doi = {10.1007/978-3-031-06527-9\_46},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/Diaz-LozanoGGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Ayllon-GavilanG22,
author = {Rafael Ayll{\'{o}}n{-}Gavil{\'{a}}n and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Assessing the Efficient Market Hypothesis for Cryptocurrencies with
High-Frequency Data Using Time Series Classification},
booktitle = {17th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2022) - Salamanca, Spain, September
5-7, 2022, Proceedings},
series = {Lecture Notes in Networks and Systems},
volume = {531},
pages = {146--155},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18050-7\_14},
doi = {10.1007/978-3-031-18050-7\_14},
timestamp = {Thu, 20 Oct 2022 12:08:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Ayllon-GavilanG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/RosatiRVGHBCCF22,
author = {Riccardo Rosati and
Luca Romeo and
V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Lorenzo Bianchini and
Alessandra Capriotti and
Rosario Capparuccia and
Emanuele Frontoni},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Predictive Maintenance of {ATM} Machines by Modelling Remaining Useful
Life with Machine Learning Techniques},
booktitle = {17th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2022) - Salamanca, Spain, September
5-7, 2022, Proceedings},
series = {Lecture Notes in Networks and Systems},
volume = {531},
pages = {239--249},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18050-7\_23},
doi = {10.1007/978-3-031-18050-7\_23},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/RosatiRVGHBCCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Barbero-GomezGV21,
author = {Javier Barbero{-}G{\'{o}}mez and
Pedro Antonio Guti{\'{e}}rrez and
V{\'{\i}}ctor Manuel Vargas and
Juan{-}Antonio Vallejo{-}Casas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {An ordinal {CNN} approach for the assessment of neurological damage
in Parkinson's disease patients},
journal = {Expert Syst. Appl.},
volume = {182},
pages = {115271},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115271},
doi = {10.1016/J.ESWA.2021.115271},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Barbero-GomezGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Guijo-RubioDGTH21,
author = {David Guijo{-}Rubio and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Alicia Troncoso and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Time-Series Clustering Based on the Characterization of Segment Typologies},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {11},
pages = {5409--5422},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2019.2962584},
doi = {10.1109/TCYB.2019.2962584},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/Guijo-RubioDGTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/VargasGGH21,
author = {V{\'{\i}}ctor Manuel Vargas and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Enrique Alba and
Gabriel Luque and
Francisco Chicano and
Carlos Cotta and
David Camacho and
Manuel Ojeda{-}Aciego and
Susana Montes and
Alicia Troncoso and
Jos{\'{e}} C. Riquelme and
Rodrigo Gil{-}Merino},
title = {ReLU-Based Activations: Analysis and Experimental Study for Deep Learning},
booktitle = {Advances in Artificial Intelligence - 19th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2020/2021, M{\'{a}}laga,
Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12882},
pages = {33--43},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85713-4\_4},
doi = {10.1007/978-3-030-85713-4\_4},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/caepia/VargasGGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Guijo-RubioVGH21,
author = {David Guijo{-}Rubio and
V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Enrique Alba and
Gabriel Luque and
Francisco Chicano and
Carlos Cotta and
David Camacho and
Manuel Ojeda{-}Aciego and
Susana Montes and
Alicia Troncoso and
Jos{\'{e}} C. Riquelme and
Rodrigo Gil{-}Merino},
title = {Studying the Effect of Different L\({}_{\mbox{p}}\) Norms in the Context
of Time Series Ordinal Classification},
booktitle = {Advances in Artificial Intelligence - 19th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2020/2021, M{\'{a}}laga,
Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12882},
pages = {44--53},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85713-4\_5},
doi = {10.1007/978-3-030-85713-4\_5},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Guijo-RubioVGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Barbero-GomezGH21,
author = {Javier Barbero{-}G{\'{o}}mez and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Error-Correcting Output Codes in the Framework of Deep Ordinal Classification},
booktitle = {Advances in Computational Intelligence - 16th International Work-Conference
on Artificial Neural Networks, {IWANN} 2021, Virtual Event, June 16-18,
2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12862},
pages = {3--13},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85099-9\_1},
doi = {10.1007/978-3-030-85099-9\_1},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Barbero-GomezGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05230,
author = {Javier Barbero{-}G{\'{o}}mez and
Pedro Antonio Guti{\'{e}}rrez and
V{\'{\i}}ctor Manuel Vargas and
Juan{-}Antonio Vallejo{-}Casas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {An ordinal {CNN} approach for the assessment of neurological damage
in Parkinson's disease patients},
journal = {CoRR},
volume = {abs/2106.05230},
year = {2021},
url = {https://arxiv.org/abs/2106.05230},
eprinttype = {arXiv},
eprint = {2106.05230},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MartinVGCH20,
author = {Alejandro Mart{\'{\i}}n and
V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
David Camacho and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Optimising Convolutional Neural Networks using a Hybrid Statistically-driven
Coral Reef Optimisation algorithm},
journal = {Appl. Soft Comput.},
volume = {90},
pages = {106144},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106144},
doi = {10.1016/J.ASOC.2020.106144},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MartinVGCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/VargasGH20,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Cumulative link models for deep ordinal classification},
journal = {Neurocomputing},
volume = {401},
pages = {48--58},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.03.034},
doi = {10.1016/J.NEUCOM.2020.03.034},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/VargasGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/Guijo-RubioGCFG20,
author = {David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Carlos Casanova{-}Mateo and
Juan Carlos Fern{\'{a}}ndez and
Antonio M. G{\'{o}}mez{-}Orellana and
Pablo Salvador{-}Gonz{\'{a}}lez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Prediction of convective clouds formation using evolutionary neural
computation techniques},
journal = {Neural Comput. Appl.},
volume = {32},
number = {17},
pages = {13917--13929},
year = {2020},
url = {https://doi.org/10.1007/s00521-020-04795-w},
doi = {10.1007/S00521-020-04795-W},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/Guijo-RubioGCFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Dorado-MorenoNG20,
author = {Manuel Dorado{-}Moreno and
Nicol{\`{o}} Navarin and
Pedro Antonio Guti{\'{e}}rrez and
Luis Prieto and
Alessandro Sperduti and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Multi-task learning for the prediction of wind power ramp events with
deep neural networks},
journal = {Neural Networks},
volume = {123},
pages = {401--411},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2019.12.017},
doi = {10.1016/J.NEUNET.2019.12.017},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Dorado-MorenoNG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Dorado-MorenoGC20,
author = {Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
Laura Cornejo{-}Bueno and
Luis Prieto and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events
Based on Reservoir Computing},
journal = {Neural Process. Lett.},
volume = {52},
number = {1},
pages = {57--74},
year = {2020},
url = {https://doi.org/10.1007/s11063-018-9922-5},
doi = {10.1007/S11063-018-9922-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/Dorado-MorenoGC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MartinLVGHC20,
author = {Alejandro Mart{\'{\i}}n and
Ra{\'{u}}l Lara{-}Cabrera and
V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
David Camacho},
title = {Statistically-driven Coral Reef metaheuristic for automatic hyperparameter
setting and architecture design of Convolutional Neural Networks},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185914},
doi = {10.1109/CEC48606.2020.9185914},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/MartinLVGHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Guijo-RubioGBH20,
author = {David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Anthony J. Bagnall and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Time series ordinal classification via shapelets},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207200},
doi = {10.1109/IJCNN48605.2020.9207200},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Guijo-RubioGBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Guijo-RubioGBH20,
author = {David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Anthony J. Bagnall and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Thomas Guyet and
Romain Tavenard and
Georgiana Ifrim},
title = {Ordinal Versus Nominal Time Series Classification},
booktitle = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12588},
pages = {19--29},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65742-0\_2},
doi = {10.1007/978-3-030-65742-0\_2},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Guijo-RubioGBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/FernandezCGH19,
author = {Juan Carlos Fern{\'{a}}ndez and
Mariano Carbonero{-}Ruz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Multi-objective evolutionary optimization using the relationship between
{F} 1 and accuracy metrics in classification tasks},
journal = {Appl. Intell.},
volume = {49},
number = {9},
pages = {3447--3463},
year = {2019},
url = {https://doi.org/10.1007/s10489-019-01447-y},
doi = {10.1007/S10489-019-01447-Y},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/FernandezCGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Perez-OrtizDGSN19,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
Athanasia Nikolaou and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {On the use of evolutionary time series analysis for segmenting paleoclimate
data},
journal = {Neurocomputing},
volume = {326-327},
pages = {3--14},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2016.11.101},
doi = {10.1016/J.NEUCOM.2016.11.101},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Perez-OrtizDGSN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Duran-RosalGPH19,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
{\'{A}}ngel Carmona{-}Poyato and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A hybrid dynamic exploitation barebones particle swarm optimisation
algorithm for time series segmentation},
journal = {Neurocomputing},
volume = {353},
pages = {45--55},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.05.129},
doi = {10.1016/J.NEUCOM.2018.05.129},
timestamp = {Sat, 13 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Duran-RosalGPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/Duran-RosalGSH19,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Dynamical memetization in coral reef optimization algorithms for optimal
time series approximation},
journal = {Prog. Artif. Intell.},
volume = {8},
number = {2},
pages = {253--262},
year = {2019},
url = {https://doi.org/10.1007/s13748-019-00176-0},
doi = {10.1007/S13748-019-00176-0},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Duran-RosalGSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Perez-OrtizTMH19,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Peter Ti{\~{n}}o and
Rafal Mantiuk and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exploiting Synthetically Generated Data with Semi-Supervised Learning
for Small and Imbalanced Datasets},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4715--4722},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014715},
doi = {10.1609/AAAI.V33I01.33014715},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Perez-OrtizTMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Guijo-RubioVGAB19,
author = {David Guijo{-}Rubio and
Pedro J. Villal{\'{o}}n{-}Vaquero and
Pedro Antonio Guti{\'{e}}rrez and
Mar{\'{\i}}a Dolores Ayll{\'{o}}n{-}Ter{\'{a}}n and
Javier Brice{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Hujun Yin and
David Camacho and
Peter Ti{\~{n}}o and
Antonio J. Tall{\'{o}}n{-}Ballesteros and
Ronaldo Menezes and
Richard Allmendinger},
title = {Modelling Survival by Machine Learning Methods in Liver Transplantation:
Application to the {UNOS} Dataset},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2019
- 20th International Conference, Manchester, UK, November 14-16, 2019,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11872},
pages = {97--104},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33617-2\_11},
doi = {10.1007/978-3-030-33617-2\_11},
timestamp = {Thu, 08 Oct 2020 17:51:06 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Guijo-RubioVGAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/VargasGH19,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s},
editor = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
F{\'{e}}lix de la Paz L{\'{o}}pez and
F. Javier Toledo{-}Moreo and
Hojjat Adeli},
title = {Deep Ordinal Classification Based on the Proportional Odds Model},
booktitle = {From Bioinspired Systems and Biomedical Applications to Machine Learning
- 8th International Work-Conference on the Interplay Between Natural
and Artificial Computation, {IWINAC} 2019, Almer{\'{\i}}a, Spain,
June 3-7, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11487},
pages = {441--451},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-19651-6\_43},
doi = {10.1007/978-3-030-19651-6\_43},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/VargasGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-10022,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Peter Ti{\~{n}}o and
Rafal Mantiuk and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exploiting Synthetically Generated Data with Semi-Supervised Learning
for Small and Imbalanced Datasets},
journal = {CoRR},
volume = {abs/1903.10022},
year = {2019},
url = {http://arxiv.org/abs/1903.10022},
eprinttype = {arXiv},
eprint = {1903.10022},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-10022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13392,
author = {V{\'{\i}}ctor Manuel Vargas and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Deep ordinal classification based on cumulative link models},
journal = {CoRR},
volume = {abs/1905.13392},
year = {2019},
url = {http://arxiv.org/abs/1905.13392},
eprinttype = {arXiv},
eprint = {1905.13392},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Duran-RosalGSH18,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A statistically-driven Coral Reef Optimization algorithm for optimal
size reduction of time series},
journal = {Appl. Soft Comput.},
volume = {63},
pages = {139--153},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2017.11.037},
doi = {10.1016/J.ASOC.2017.11.037},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/Duran-RosalGSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Sanchez-Monedero18,
author = {Javier S{\'{a}}nchez{-}Monedero and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Aurora S{\'{a}}ez and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Partial order label decomposition approaches for melanoma diagnosis},
journal = {Appl. Soft Comput.},
volume = {64},
pages = {341--355},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2017.11.042},
doi = {10.1016/J.ASOC.2017.11.042},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Sanchez-Monedero18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Duran-RosalFCSS18,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Juan Carlos Fern{\'{a}}ndez and
Carlos Casanova{-}Mateo and
Julia Sanz{-}Justo and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Efficient fog prediction with multi-objective evolutionary neural
networks},
journal = {Appl. Soft Comput.},
volume = {70},
pages = {347--358},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2018.05.035},
doi = {10.1016/J.ASOC.2018.05.035},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/Duran-RosalFCSS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Duran-RosalGMH18,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Francisco Jos{\'{e}} Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Simultaneous optimisation of clustering quality and approximation
error for time series segmentation},
journal = {Inf. Sci.},
volume = {442-443},
pages = {186--201},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.02.041},
doi = {10.1016/J.INS.2018.02.041},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Duran-RosalGMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/Fernandez-Navarro18,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
Maria Angeles de la Cruz and
Pedro Antonio Guti{\'{e}}rrez and
Adiel Casta{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Time series forecasting by recurrent product unit neural networks},
journal = {Neural Comput. Appl.},
volume = {29},
number = {3},
pages = {779--791},
year = {2018},
url = {https://doi.org/10.1007/s00521-016-2494-2},
doi = {10.1007/S00521-016-2494-2},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/Fernandez-Navarro18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/FernandezCH18,
author = {Juan Carlos Fern{\'{a}}ndez and
Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Sensitivity versus accuracy in ensemble models of Artificial Neural
Networks from Multi-objective Evolutionary Algorithms},
journal = {Neural Comput. Appl.},
volume = {30},
number = {1},
pages = {289--305},
year = {2018},
url = {https://doi.org/10.1007/s00521-016-2781-y},
doi = {10.1007/S00521-016-2781-Y},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/FernandezCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bioma/Duran-RosalGGH18,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Peter Korosec and
Nouredine Melab and
El{-}Ghazali Talbi},
title = {Hybrid Weighted Barebones Exploiting Particle Swarm Optimization Algorithm
for Time Series Representation},
booktitle = {Bioinspired Optimization Methods and Their Applications - 8th International
Conference, {BIOMA} 2018, Paris, France, May 16-18, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10835},
pages = {126--137},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91641-5\_11},
doi = {10.1007/978-3-319-91641-5\_11},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bioma/Duran-RosalGGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Duran-RosalGSH18,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Francisco Herrera and
Sergio Damas and
Rosana Montes and
Sergio Alonso and
Oscar Cord{\'{o}}n and
Antonio Gonz{\'{a}}lez and
Alicia Troncoso},
title = {An Empirical Validation of a New Memetic {CRO} Algorithm for the Approximation
of Time Series},
booktitle = {Advances in Artificial Intelligence - 18th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2018, Granada, Spain,
October 23-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11160},
pages = {209--218},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6\_20},
doi = {10.1007/978-3-030-00374-6\_20},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caepia/Duran-RosalGSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Guijo-RubioDGGH18,
author = {David Guijo{-}Rubio and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Antonio M. G{\'{o}}mez{-}Orellana and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Hujun Yin and
David Camacho and
Paulo Novais and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Distribution-Based Discretisation and Ordinal Classification Applied
to Wave Height Prediction},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2018
- 19th International Conference, Madrid, Spain, November 21-23, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11315},
pages = {171--179},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03496-2\_20},
doi = {10.1007/978-3-030-03496-2\_20},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Guijo-RubioDGGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Dorado-MorenoGS18,
author = {Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
Luis Prieto and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Hujun Yin and
David Camacho and
Paulo Novais and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Wind Power Ramp Events Ordinal Prediction Using Minimum Complexity
Echo State Networks},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2018
- 19th International Conference, Madrid, Spain, November 21-23, 2018,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11315},
pages = {180--187},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03496-2\_21},
doi = {10.1007/978-3-030-03496-2\_21},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/Dorado-MorenoGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11624,
author = {David Guijo{-}Rubio and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Alicia Troncoso and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Time series clustering based on the characterisation of segment typologies},
journal = {CoRR},
volume = {abs/1810.11624},
year = {2018},
url = {http://arxiv.org/abs/1810.11624},
eprinttype = {arXiv},
eprint = {1810.11624},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Dorado-MorenoPG17,
author = {Manuel Dorado{-}Moreno and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Rub{\'{e}}n Ciria and
Javier Brice{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Dynamically weighted evolutionary ordinal neural network for solving
an imbalanced liver transplantation problem},
journal = {Artif. Intell. Medicine},
volume = {77},
pages = {1--11},
year = {2017},
url = {https://doi.org/10.1016/j.artmed.2017.02.004},
doi = {10.1016/J.ARTMED.2017.02.004},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/Dorado-MorenoPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Perez-OrtizGAHC17,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Mar{\'{\i}}a Dolores Ayll{\'{o}}n{-}Ter{\'{a}}n and
N. Heaton and
Rub{\'{e}}n Ciria and
Javier Brice{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Synthetic semi-supervised learning in imbalanced domains: Constructing
a model for donor-recipient matching in liver transplantation},
journal = {Knowl. Based Syst.},
volume = {123},
pages = {75--87},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.02.020},
doi = {10.1016/J.KNOSYS.2017.02.020},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Perez-OrtizGAHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Duran-RosalPGH17,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Monica{-}de la Paz{-}Marin and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Identifying Market Behaviours Using European Stock Index Time Series
by a Hybrid Segmentation Algorithm},
journal = {Neural Process. Lett.},
volume = {46},
number = {3},
pages = {767--790},
year = {2017},
url = {https://doi.org/10.1007/s11063-017-9592-8},
doi = {10.1007/S11063-017-9592-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/Duran-RosalPGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/Duran-RosalDGH17,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Identification of extreme wave heights with an evolutionary algorithm
in combination with a likelihood-based segmentation},
journal = {Prog. Artif. Intell.},
volume = {6},
number = {1},
pages = {59--66},
year = {2017},
url = {https://doi.org/10.1007/s13748-016-0105-1},
doi = {10.1007/S13748-016-0105-1},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Duran-RosalDGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Perez-OrtizFCCB17,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Kelwin Fernandes and
Ricardo P. M. Cruz and
Jaime S. Cardoso and
Javier Brice{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application
to Liver Transplantation},
booktitle = {Advances in Computational Intelligence - 14th International Work-Conference
on Artificial Neural Networks, {IWANN} 2017, Cadiz, Spain, June 14-16,
2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10306},
pages = {525--537},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59147-6\_45},
doi = {10.1007/978-3-319-59147-6\_45},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Perez-OrtizFCCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Duran-RosalGGSH17,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation
Problems},
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 = {673--684},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59153-7\_58},
doi = {10.1007/978-3-319-59153-7\_58},
timestamp = {Sun, 25 Oct 2020 22:36:07 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Duran-RosalGGSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Dorado-MorenoCG17,
author = {Manuel Dorado{-}Moreno and
Laura Cornejo{-}Bueno and
Pedro Antonio Guti{\'{e}}rrez and
Luis Prieto and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power
Ramp Prediction},
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 = {708--719},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59153-7\_61},
doi = {10.1007/978-3-319-59153-7\_61},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Dorado-MorenoCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Perez-OrtizPGTH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Jos{\'{e}} Manuel Pe{\~{n}}{\'{a}}{-}Barrag{\'{a}}n and
Pedro Antonio Guti{\'{e}}rrez and
Jorge Torres{-}S{\'{a}}nchez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisca L{\'{o}}pez{-}Granados},
title = {Selecting patterns and features for between- and within- crop-row
weed mapping using UAV-imagery},
journal = {Expert Syst. Appl.},
volume = {47},
pages = {85--94},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2015.10.043},
doi = {10.1016/J.ESWA.2015.10.043},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Perez-OrtizPGTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/CastanoFRH16,
author = {Adiel Casta{\~{n}}o and
Francisco Fern{\'{a}}ndez{-}Navarro and
Annalisa Riccardi and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Enforcement of the principal component analysis-extreme learning machine
algorithm by linear discriminant analysis},
journal = {Neural Comput. Appl.},
volume = {27},
number = {6},
pages = {1749--1760},
year = {2016},
url = {https://doi.org/10.1007/s00521-015-1974-0},
doi = {10.1007/S00521-015-1974-0},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/CastanoFRH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Perez-OrtizGCH16,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Mariano Carbonero{-}Ruz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Semi-supervised learning for ordinal Kernel Discriminant Analysis},
journal = {Neural Networks},
volume = {84},
pages = {57--66},
year = {2016},
url = {https://doi.org/10.1016/j.neunet.2016.08.004},
doi = {10.1016/J.NEUNET.2016.08.004},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Perez-OrtizGCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Perez-OrtizGSH16,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A Study on Multi-Scale Kernel Optimisation via Centered Kernel-Target
Alignment},
journal = {Neural Process. Lett.},
volume = {44},
number = {2},
pages = {491--517},
year = {2016},
url = {https://doi.org/10.1007/s11063-015-9471-0},
doi = {10.1007/S11063-015-9471-0},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/Perez-OrtizGSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Perez-OrtizDCDG16,
author = {M. P{\'{e}}rez{-}Ortiz and
Manuel Fern{\'{a}}ndez Delgado and
Eva Cernadas and
R. Dom{\'{\i}}nguez{-}Petit and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {On the Use of Nominal and Ordinal Classifiers for the Discrimination
of States of Development in Fish Oocytes},
journal = {Neural Process. Lett.},
volume = {44},
number = {2},
pages = {555--570},
year = {2016},
url = {https://doi.org/10.1007/s11063-015-9476-8},
doi = {10.1007/S11063-015-9476-8},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/Perez-OrtizDCDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GutierrezPSFH16,
author = {Pedro Antonio Guti{\'{e}}rrez and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Javier S{\'{a}}nchez{-}Monedero and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Ordinal Regression Methods: Survey and Experimental Study},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {1},
pages = {127--146},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2457911},
doi = {10.1109/TKDE.2015.2457911},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GutierrezPSFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SaezSGH16,
author = {Aurora S{\'{a}}ez and
Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Machine Learning Methods for Binary and Multiclass Classification
of Melanoma Thickness From Dermoscopic Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {4},
pages = {1036--1045},
year = {2016},
url = {https://doi.org/10.1109/TMI.2015.2506270},
doi = {10.1109/TMI.2015.2506270},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SaezSGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Perez-OrtizGTH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Oversampling the Minority Class in the Feature Space},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {9},
pages = {1947--1961},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2461436},
doi = {10.1109/TNNLS.2015.2461436},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Perez-OrtizGTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Perez-OrtizGCH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Mariano Carbonero{-}Ruz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Oscar Luaces and
Jos{\'{e}} A. G{\'{a}}mez and
Edurne Barrenechea and
Alicia Troncoso and
Mikel Galar and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Learning from Label Proportions via an Iterative Weighting Scheme
and Discriminant Analysis},
booktitle = {Advances in Artificial Intelligence - 17th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2016, Salamanca,
Spain, September 14-16, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9868},
pages = {79--88},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44636-3\_8},
doi = {10.1007/978-3-319-44636-3\_8},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Perez-OrtizGCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Dorado-MorenoDG16,
author = {Manuel Dorado{-}Moreno and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
David Guijo{-}Rubio and
Pedro Antonio Guti{\'{e}}rrez and
Luis Prieto and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Oscar Luaces and
Jos{\'{e}} A. G{\'{a}}mez and
Edurne Barrenechea and
Alicia Troncoso and
Mikel Galar and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Multiclass Prediction of Wind Power Ramp Events Combining Reservoir
Computing and Support Vector Machines},
booktitle = {Advances in Artificial Intelligence - 17th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2016, Salamanca,
Spain, September 14-16, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9868},
pages = {300--309},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44636-3\_28},
doi = {10.1007/978-3-319-44636-3\_28},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Dorado-MorenoDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Duran-RosalDGH16,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Oscar Luaces and
Jos{\'{e}} A. G{\'{a}}mez and
Edurne Barrenechea and
Alicia Troncoso and
Mikel Galar and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {On the Use of the Beta Distribution for a Hybrid Time Series Segmentation
Algorithm},
booktitle = {Advances in Artificial Intelligence - 17th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2016, Salamanca,
Spain, September 14-16, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9868},
pages = {418--427},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44636-3\_39},
doi = {10.1007/978-3-319-44636-3\_39},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caepia/Duran-RosalDGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Duran-RosalPMH16,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez Pe{\~{n}}a and
Francisco Jos{\'{e}} Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Time Series Representation by a Novel Hybrid Segmentation Algorithm},
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 = {163--173},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_14},
doi = {10.1007/978-3-319-32034-2\_14},
timestamp = {Fri, 27 Mar 2020 08:52:04 +0100},
biburl = {https://dblp.org/rec/conf/hais/Duran-RosalPMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Sanchez-Monedero16,
author = {Javier S{\'{a}}nchez{-}Monedero and
Aurora S{\'{a}}ez and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Classification of Melanoma Presence and Thickness Based on Computational
Image Analysis},
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 = {427--438},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_36},
doi = {10.1007/978-3-319-32034-2\_36},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Sanchez-Monedero16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Dorado-MorenoPA16,
author = {Manuel Dorado{-}Moreno and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Mar{\'{\i}}a Dolores Ayll{\'{o}}n{-}Ter{\'{a}}n and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Ordinal Evolutionary Artificial Neural Networks for Solving an Imbalanced
Liver Transplantation Problem},
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 = {451--462},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_38},
doi = {10.1007/978-3-319-32034-2\_38},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Dorado-MorenoPA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Perez-OrtizTGSH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Mercedes Torres{-}Jim{\'{e}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Fisher Score-Based Feature Selection for Ordinal Classification: {A}
Social Survey on Subjective Well-Being},
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 = {597--608},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_50},
doi = {10.1007/978-3-319-32034-2\_50},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Perez-OrtizTGSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Perez-OrtizSSGH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Aurora S{\'{a}}ez and
Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Tackling the ordinal and imbalance nature of a melanoma image classification
problem},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2156--2163},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727466},
doi = {10.1109/IJCNN.2016.7727466},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Perez-OrtizSSGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GutierrezPSH16,
author = {Pedro Antonio Guti{\'{e}}rrez and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Representing ordinal input variables in the context of ordinal classification},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2174--2181},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727468},
doi = {10.1109/IJCNN.2016.7727468},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/GutierrezPSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Duran-RosalFGH16,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Juan Carlos Fern{\'{a}}ndez and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Hybridization of neural network models for the prediction of Extreme
Significant Wave Height segments},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850144},
doi = {10.1109/SSCI.2016.7850144},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ssci/Duran-RosalFGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Perez-OrtizG0TL16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Jos{\'{e}} M. Pe{\~{n}}a and
Jorge Torres{-}S{\'{a}}nchez and
Francisca L{\'{o}}pez{-}Granados and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Machine learning paradigms for weed mapping via unmanned aerial vehicles},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--8},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7849987},
doi = {10.1109/SSCI.2016.7849987},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/Perez-OrtizG0TL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Perez-OrtizGCH16,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Mariano Carbonero{-}Ruz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Adapting linear discriminant analysis to the paradigm of learning
from label proportions},
booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2016, Athens, Greece, December 6-9, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSCI.2016.7850150},
doi = {10.1109/SSCI.2016.7850150},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/Perez-OrtizGCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Perez-OrtizPGTH15,
author = {M. P{\'{e}}rez{-}Ortiz and
Jos{\'{e}} Manuel Pe{\~{n}}{\'{a}}{-}Barrag{\'{a}}n and
Pedro Antonio Guti{\'{e}}rrez and
Jorge Torres{-}S{\'{a}}nchez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisca L{\'{o}}pez{-}Granados},
title = {A semi-supervised system for weed mapping in sunflower crops using
unmanned aerial vehicles and a crop row detection method},
journal = {Appl. Soft Comput.},
volume = {37},
pages = {533--544},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.08.027},
doi = {10.1016/J.ASOC.2015.08.027},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Perez-OrtizPGTH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/FernandezSGAH15,
author = {Juan Carlos Fern{\'{a}}ndez and
Sancho Salcedo{-}Sanz and
Pedro Antonio Guti{\'{e}}rrez and
Enrique Alexandre and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Significant wave height and energy flux range forecast with machine
learning classifiers},
journal = {Eng. Appl. Artif. Intell.},
volume = {43},
pages = {44--53},
year = {2015},
url = {https://doi.org/10.1016/j.engappai.2015.03.012},
doi = {10.1016/J.ENGAPPAI.2015.03.012},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/FernandezSGAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Paz-MarinGH15,
author = {Monica{-}de la Paz{-}Marin and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Classification of countries' progress toward a knowledge economy based
on machine learning classification techniques},
journal = {Expert Syst. Appl.},
volume = {42},
number = {1},
pages = {562--572},
year = {2015},
url = {https://doi.org/10.1016/j.eswa.2014.08.008},
doi = {10.1016/J.ESWA.2014.08.008},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Paz-MarinGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Perez-OrtizGCSH15,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Manuel Cruz{-}Ram{\'{\i}}rez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Kernelising the Proportional Odds Model through kernel learning techniques},
journal = {Neurocomputing},
volume = {164},
pages = {23--33},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.09.085},
doi = {10.1016/J.NEUCOM.2014.09.085},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Perez-OrtizGCSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/Torres-JimenezG15,
author = {Mercedes Torres{-}Jim{\'{e}}nez and
Carlos R. Garc{\'{\i}}a{-}Alonso and
Javier S{\'{a}}nchez{-}Monedero and
Salud Mill{\'{a}}n{-}Lara and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Logistic evolutionary product-unit neural network classifier: the
case of agrarian efficiency},
journal = {Prog. Artif. Intell.},
volume = {4},
number = {3-4},
pages = {59--67},
year = {2015},
url = {https://doi.org/10.1007/s13748-015-0068-7},
doi = {10.1007/S13748-015-0068-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Torres-JimenezG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Perez-OrtizGHY15,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Xin Yao},
title = {Graph-Based Approaches for Over-Sampling in the Context of Ordinal
Regression},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {5},
pages = {1233--1245},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2365780},
doi = {10.1109/TKDE.2014.2365780},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/Perez-OrtizGHY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Garcia-AlonsoHM15,
author = {Carlos R. Garc{\'{\i}}a{-}Alonso and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Salud Mill{\'{a}}n{-}Lara and
Mercedes Torres{-}Jim{\'{e}}nez},
editor = {Jos{\'{e}} Miguel Puerta and
Jos{\'{e}} A. G{\'{a}}mez and
Bernab{\'{e}} Dorronsoro and
Edurne Barrenechea and
Alicia Troncoso and
Bruno Baruque and
Mikel Galar},
title = {Evolutionary Product Unit Logistic Regression: The Case of Agrarian
Efficiency},
booktitle = {Advances in Artificial Intelligence - 16th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2015, Albacete,
Spain, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9422},
pages = {92--102},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24598-0\_9},
doi = {10.1007/978-3-319-24598-0\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Garcia-AlonsoHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Dorado-MorenoGS15,
author = {Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Jos{\'{e}} Miguel Puerta and
Jos{\'{e}} A. G{\'{a}}mez and
Bernab{\'{e}} Dorronsoro and
Edurne Barrenechea and
Alicia Troncoso and
Bruno Baruque and
Mikel Galar},
title = {Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear
Covariates from Evolutionary Hybrid Neural Network Models},
booktitle = {Advances in Artificial Intelligence - 16th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2015, Albacete,
Spain, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9422},
pages = {301--311},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24598-0\_27},
doi = {10.1007/978-3-319-24598-0\_27},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Dorado-MorenoGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Duran-RosalPGH15,
author = {Antonio Manuel Dur{\'{a}}n{-}Rosal and
Monica{-}de la Paz{-}Marin and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Andreu Catal{\`{a}}},
title = {Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock
Market Index Time Series},
booktitle = {Advances in Computational Intelligence - 13th International Work-Conference
on Artificial Neural Networks, {IWANN} 2015, Palma de Mallorca, Spain,
June 10-12, 2015. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9095},
pages = {69--79},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19222-2\_6},
doi = {10.1007/978-3-319-19222-2\_6},
timestamp = {Sun, 25 Oct 2020 22:36:06 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Duran-RosalPGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Dorado-MorenoGS15,
author = {Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Andreu Catal{\`{a}}},
title = {Nonlinear Ordinal Logistic Regression Using Covariates Obtained by
Radial Basis Function Neural Networks Models},
booktitle = {Advances in Computational Intelligence - 13th International Work-Conference
on Artificial Neural Networks, {IWANN} 2015, Palma de Mallorca, Spain,
June 10-12, 2015. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9095},
pages = {80--91},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19222-2\_7},
doi = {10.1007/978-3-319-19222-2\_7},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Dorado-MorenoGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GutierrezFPCASH15,
author = {Pedro Antonio Guti{\'{e}}rrez and
Juan Carlos Fern{\'{a}}ndez and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Laura Cornejo{-}Bueno and
Enrique Alexandre{-}Cortizo and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Andreu Catal{\`{a}}},
title = {Energy Flux Range Classification by Using a Dynamic Window Autoregressive
Model},
booktitle = {Advances in Computational Intelligence - 13th International Work-Conference
on Artificial Neural Networks, {IWANN} 2015, Palma de Mallorca, Spain,
June 10-12, 2015. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9095},
pages = {92--102},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19222-2\_8},
doi = {10.1007/978-3-319-19222-2\_8},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GutierrezFPCASH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Perez-OrtizGPTH15,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Jos{\'{e}} Manuel Pe{\~{n}}{\'{a}}{-}Barrag{\'{a}}n and
Jorge Torres{-}S{\'{a}}nchez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisca L{\'{o}}pez{-}Granados},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Andreu Catal{\`{a}}},
title = {An Experimental Comparison for the Identification of Weeds in Sunflower
Crops via Unmanned Aerial Vehicles and Object-Based Analysis},
booktitle = {Advances in Computational Intelligence - 13th International Work-Conference
on Artificial Neural Networks, {IWANN} 2015, Palma de Mallorca, Spain,
June 10-12, 2015. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9094},
pages = {252--262},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19258-1\_22},
doi = {10.1007/978-3-319-19258-1\_22},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Perez-OrtizGPTH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Perez-OrtizCAHCH14,
author = {M. P{\'{e}}rez{-}Ortiz and
Manuel Cruz{-}Ram{\'{\i}}rez and
Mar{\'{\i}}a Dolores Ayll{\'{o}}n{-}Ter{\'{a}}n and
N. Heaton and
Rub{\'{e}}n Ciria and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {An organ allocation system for liver transplantation based on ordinal
regression},
journal = {Appl. Soft Comput.},
volume = {14},
pages = {88--98},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2013.07.017},
doi = {10.1016/J.ASOC.2013.07.017},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Perez-OrtizCAHCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Sanchez-MonederoCGH14,
author = {Javier S{\'{a}}nchez{-}Monedero and
Pilar Campoy{-}Mu{\~{n}}oz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A guided data projection technique for classification of sovereign
ratings: The case of European Union 27},
journal = {Appl. Soft Comput.},
volume = {22},
pages = {339--350},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2014.05.008},
doi = {10.1016/J.ASOC.2014.05.008},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/Sanchez-MonederoCGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Sanchez-MonederoSGCH14,
author = {Javier S{\'{a}}nchez{-}Monedero and
Sancho Salcedo{-}Sanz and
Pedro Antonio Guti{\'{e}}rrez and
Carlos Casanova{-}Mateo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Simultaneous modelling of rainfall occurrence and amount using a hierarchical
nominal-ordinal support vector classifier},
journal = {Eng. Appl. Artif. Intell.},
volume = {34},
pages = {199--207},
year = {2014},
url = {https://doi.org/10.1016/j.engappai.2014.05.016},
doi = {10.1016/J.ENGAPPAI.2014.05.016},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Sanchez-MonederoSGCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Campoy-MunozGH14,
author = {Pilar Campoy{-}Mu{\~{n}}oz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Addressing remitting behavior using an ordinal classification approach},
journal = {Expert Syst. Appl.},
volume = {41},
number = {10},
pages = {4752--4761},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2014.01.036},
doi = {10.1016/J.ESWA.2014.01.036},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Campoy-MunozGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Cruz-RamirezHSG14,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez},
title = {Metrics to guide a multi-objective evolutionary algorithm for ordinal
classification},
journal = {Neurocomputing},
volume = {135},
pages = {21--31},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.05.058},
doi = {10.1016/J.NEUCOM.2013.05.058},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Cruz-RamirezHSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Garcia-HernandezPASH14,
author = {Laura Garc{\'{\i}}a{-}Hern{\'{a}}ndez and
M. P{\'{e}}rez{-}Ortiz and
Antonio Arauzo{-}Azofra and
Lorenzo Salas{-}Morera and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {An evolutionary neural system for incorporating expert knowledge into
the {UA-FLP}},
journal = {Neurocomputing},
volume = {135},
pages = {69--78},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.01.068},
doi = {10.1016/J.NEUCOM.2013.01.068},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Garcia-HernandezPASH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Perez-OrtizPGH14,
author = {M. P{\'{e}}rez{-}Ortiz and
Monica{-}de la Paz{-}Marin and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Classification of {EU} countries' progress towards sustainable development
based on ordinal regression techniques},
journal = {Knowl. Based Syst.},
volume = {66},
pages = {178--189},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2014.04.041},
doi = {10.1016/J.KNOSYS.2014.04.041},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/Perez-OrtizPGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/GutierrezTH14,
author = {Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Ordinal regression neural networks based on concentric hyperspheres},
journal = {Neural Networks},
volume = {59},
pages = {51--60},
year = {2014},
url = {https://doi.org/10.1016/j.neunet.2014.07.001},
doi = {10.1016/J.NEUNET.2014.07.001},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/GutierrezTH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/0001GHSPL14,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Johan Six and
Richard E. Plant and
Francisca L{\'{o}}pez{-}Granados},
title = {Object-Based Image Classification of Summer Crops with Machine Learning
Methods},
journal = {Remote. Sens.},
volume = {6},
number = {6},
pages = {5019--5041},
year = {2014},
url = {https://doi.org/10.3390/rs6065019},
doi = {10.3390/RS6065019},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/0001GHSPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Perez-OrtizGH14,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Projection-Based Ensemble Learning for Ordinal Regression},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {5},
pages = {681--694},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2266336},
doi = {10.1109/TCYB.2013.2266336},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/Perez-OrtizGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Cruz-RamirezPPH14,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Monica{-}de la Paz{-}Marin and
M. P{\'{e}}rez{-}Ortiz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Time Series Segmentation and Statistical Characterisation of the Spanish
Stock Market Ibex-35 Index},
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 = {74--85},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07617-1\_7},
doi = {10.1007/978-3-319-07617-1\_7},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Cruz-RamirezPPH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Perez-OrtizGSHNDF14,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Athanasia Nikolaou and
Isabelle Dicaire and
Francisco Fern{\'{a}}ndez{-}Navarro},
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 = {Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary
Algorithm},
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 = {318--329},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07617-1\_29},
doi = {10.1007/978-3-319-07617-1\_29},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Perez-OrtizGSHNDF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Perez-OrtizGH14,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered
Probability Estimates},
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 = {454--465},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07617-1\_40},
doi = {10.1007/978-3-319-07617-1\_40},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Perez-OrtizGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/Perez-OrtizGH14,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Kurosh Madani and
Joaquim Filipe},
title = {Incorporating Privileged Information to Improve Manifold Ordinal Regression},
booktitle = {{NCTA} 2014 - Proceedings of the International Conference on Neural
Computation Theory and Applications, part of {IJCCI} 2014, Rome, Italy,
22 - 24 October, 2014},
pages = {187--194},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0005075801870194},
doi = {10.5220/0005075801870194},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcci/Perez-OrtizGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/Perez-OrtizGH14a,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Kurosh Madani and
Joaquim Filipe},
title = {Learning Kernel Label Decompositions for Ordinal Classification Problems},
booktitle = {{NCTA} 2014 - Proceedings of the International Conference on Neural
Computation Theory and Applications, part of {IJCCI} 2014, Rome, Italy,
22 - 24 October, 2014},
pages = {218--225},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0005079302180225},
doi = {10.5220/0005079302180225},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcci/Perez-OrtizGH14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Cruz-RamirezHFBM13,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Juan Carlos Fern{\'{a}}ndez and
Javier Brice{\~{n}}o and
Manuel de la Mata},
title = {Predicting patient survival after liver transplantation using evolutionary
multi-objective artificial neural networks},
journal = {Artif. Intell. Medicine},
volume = {58},
number = {1},
pages = {37--49},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2013.02.004},
doi = {10.1016/J.ARTMED.2013.02.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/Cruz-RamirezHFBM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/Salas-MoreraAGPH13,
author = {Lorenzo Salas{-}Morera and
Antonio Arauzo{-}Azofra and
Laura Garc{\'{\i}}a{-}Hern{\'{a}}ndez and
Juan M. Palomo{-}Romero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {PpcProject: An educational tool for software project management},
journal = {Comput. Educ.},
volume = {69},
pages = {181--188},
year = {2013},
url = {https://doi.org/10.1016/j.compedu.2013.07.018},
doi = {10.1016/J.COMPEDU.2013.07.018},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ce/Salas-MoreraAGPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/GutierrezSHCSP13,
author = {Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Leopoldo Carro{-}Calvo and
Javier S{\'{a}}nchez{-}Monedero and
Luis Prieto},
title = {Ordinal and nominal classification of wind speed from synoptic pressurepatterns},
journal = {Eng. Appl. Artif. Intell.},
volume = {26},
number = {3},
pages = {1008--1015},
year = {2013},
url = {https://doi.org/10.1016/j.engappai.2012.10.018},
doi = {10.1016/J.ENGAPPAI.2012.10.018},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/GutierrezSHCSP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Redel-MaciasFGCH13,
author = {M. Dolores Redel{-}Mac{\'{\i}}as and
Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
Antonio Jos{\'{e}} Cubero{-}Atienza and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Improvement of accuracy in a sound synthesis method using Evolutionary
Product Unit Networks},
journal = {Expert Syst. Appl.},
volume = {40},
number = {5},
pages = {1477--1483},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2012.08.041},
doi = {10.1016/J.ESWA.2012.08.041},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Redel-MaciasFGCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Redel-MaciasFGCH13,
author = {Mar{\'{\i}}a Dolores Redel{-}Mac{\'{\i}}as and
Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
Antonio Jos{\'{e}} Cubero{-}Atienza and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Ensembles of evolutionary product unit or {RBF} neural networks for
the identification of sound for pass-by noise test in vehicles},
journal = {Neurocomputing},
volume = {109},
pages = {56--65},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.03.022},
doi = {10.1016/J.NEUCOM.2012.03.022},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Redel-MaciasFGCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Tallon-BallesterosHRR13,
author = {Antonio J. Tall{\'{o}}n{-}Ballesteros and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Jos{\'{e}} C. Riquelme and
Roberto Ruiz},
title = {Feature selection to enhance a two-stage evolutionary algorithm in
product unit neural networks for complex classification problems},
journal = {Neurocomputing},
volume = {114},
pages = {107--117},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.08.041},
doi = {10.1016/J.NEUCOM.2012.08.041},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Tallon-BallesterosHRR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Sanchez-MonederoGTH13,
author = {Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
Peter Ti{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Exploitation of Pairwise Class Distances for Ordinal Classification},
journal = {Neural Comput.},
volume = {25},
number = {9},
pages = {2450--2485},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00478},
doi = {10.1162/NECO\_A\_00478},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Sanchez-MonederoGTH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/CastanoFH13,
author = {Adiel Casta{\~{n}}o and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {{PCA-ELM:} {A} Robust and Pruned Extreme Learning Machine Approach
Based on Principal Component Analysis},
journal = {Neural Process. Lett.},
volume = {37},
number = {3},
pages = {377--392},
year = {2013},
url = {https://doi.org/10.1007/s11063-012-9253-x},
doi = {10.1007/S11063-012-9253-X},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/CastanoFH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Cruz-RamirezHGPBM13,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Javier Brice{\~{n}}o and
Manuel de la Mata},
title = {Memetic Pareto differential evolutionary neural network used to solve
an unbalanced liver transplantation problem},
journal = {Soft Comput.},
volume = {17},
number = {2},
pages = {275--284},
year = {2013},
url = {https://doi.org/10.1007/s00500-012-0892-7},
doi = {10.1007/S00500-012-0892-7},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Cruz-RamirezHGPBM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Fernandez-NavarroHG13,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez},
title = {Generalised Gaussian radial basis function neural networks},
journal = {Soft Comput.},
volume = {17},
number = {3},
pages = {519--533},
year = {2013},
url = {https://doi.org/10.1007/s00500-012-0923-4},
doi = {10.1007/S00500-012-0923-4},
timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Fernandez-NavarroHG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Fernandez-NavarroCPHY13,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
Pilar Campoy{-}Mu{\~{n}}oz and
Monica{-}de la Paz{-}Marin and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Xin Yao},
title = {Addressing the {EU} Sovereign Ratings Using an Ordinal Regression
Approach},
journal = {{IEEE} Trans. Cybern.},
volume = {43},
number = {6},
pages = {2228--2240},
year = {2013},
url = {https://doi.org/10.1109/TSMCC.2013.2247595},
doi = {10.1109/TSMCC.2013.2247595},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/Fernandez-NavarroCPHY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Fernandez-NavarroGHY13,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Xin Yao},
title = {Negative Correlation Ensemble Learning for Ordinal Regression},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {11},
pages = {1836--1849},
year = {2013},
url = {https://doi.org/10.1109/TNNLS.2013.2268279},
doi = {10.1109/TNNLS.2013.2268279},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Fernandez-NavarroGHY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Perez-OrtizGH13,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Synthetic over-sampling in the empirical feature space},
booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
Bruges, Belgium, April 24-26, 2013},
year = {2013},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-103.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Perez-OrtizGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Perez-OrtizGSH13,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment},
booktitle = {21st European Symposium on Artificial Neural Networks, {ESANN} 2013,
Bruges, Belgium, April 24-26, 2013},
year = {2013},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2013-21.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Perez-OrtizGSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Perez-OrtizGH13,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Borderline Kernel Based Over-Sampling},
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 = {472--481},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40846-5\_47},
doi = {10.1007/978-3-642-40846-5\_47},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Perez-OrtizGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Sanchez-MonederoGH13,
author = {Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Evolutionary Ordinal Extreme Learning Machine},
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 = {500--509},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40846-5\_50},
doi = {10.1007/978-3-642-40846-5\_50},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Sanchez-MonederoGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Perez-OrtizGCSH13,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Manuel Cruz{-}Ram{\'{\i}}rez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {Kernelizing the Proportional Odds Model through the Empirical Kernel
Mapping},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {270--279},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_26},
doi = {10.1007/978-3-642-38679-4\_26},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Perez-OrtizGCSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Perez-OrtizCCH13,
author = {Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
Rosa Colmenarejo and
Juan Carlos Fern{\'{a}}ndez Caballero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {Can Machine Learning Techniques Help to Improve the Common Fisheries
Policy?},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7903},
pages = {278--286},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38682-4\_31},
doi = {10.1007/978-3-642-38682-4\_31},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Perez-OrtizCCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Sanchez-MonederoGPH13,
author = {Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
Mar{\'{\i}}a P{\'{e}}rez{-}Ortiz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {An n-Spheres Based Synthetic Data Generator for Supervised Classification},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {613--621},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_62},
doi = {10.1007/978-3-642-38679-4\_62},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Sanchez-MonederoGPH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Campoy-MunozGH13,
author = {Pilar Campoy{-}Mu{\~{n}}oz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
F{\'{e}}lix de la Paz L{\'{o}}pez and
F. Javier Toledo{-}Moreo},
title = {Addressing Remitting Behavior Using an Ordinal Classification Approach},
booktitle = {Natural and Artificial Computation in Engineering and Medical Applications
- 5th International Work-Conference on the Interplay Between Natural
and Artificial Computation, {IWINAC} 2013, Mallorca, Spain, June 10-14,
2013. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7931},
pages = {326--335},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38622-0\_34},
doi = {10.1007/978-3-642-38622-0\_34},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/Campoy-MunozGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Fernandez-NavarroHRR12,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Roberto Ruiz and
Jos{\'{e}} C. Riquelme},
title = {Evolutionary Generalized Radial Basis Function neural networks for
improving prediction accuracy in gene classification using feature
selection},
journal = {Appl. Soft Comput.},
volume = {12},
number = {6},
pages = {1787--1800},
year = {2012},
url = {https://doi.org/10.1016/j.asoc.2012.01.008},
doi = {10.1016/J.ASOC.2012.01.008},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Fernandez-NavarroHRR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Cruz-RamirezHFBM12,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Juan Carlos Fern{\'{a}}ndez and
Javier Brice{\~{n}}o and
Manuel de la Mata},
title = {Multi-objective evolutionary algorithm for donor-recipient decision
system in liver transplants},
journal = {Eur. J. Oper. Res.},
volume = {222},
number = {2},
pages = {317--327},
year = {2012},
url = {https://doi.org/10.1016/j.ejor.2012.05.013},
doi = {10.1016/J.EJOR.2012.05.013},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/Cruz-RamirezHFBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CastanoFGH12,
author = {Adiel Casta{\~{n}}o and
Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Permanent disability classification by combining evolutionary Generalized
Radial Basis Function and logistic regression methods},
journal = {Expert Syst. Appl.},
volume = {39},
number = {9},
pages = {8350--8355},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.01.186},
doi = {10.1016/J.ESWA.2012.01.186},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CastanoFGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Cruz-RamirezHJL12,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Montserrat Jurado{-}Exp{\'{o}}sito and
Francisca L{\'{o}}pez{-}Granados},
title = {A multi-objective neural network based method for cover crop identification
from remote sensed data},
journal = {Expert Syst. Appl.},
volume = {39},
number = {11},
pages = {10038--10048},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.02.046},
doi = {10.1016/J.ESWA.2012.02.046},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Cruz-RamirezHJL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Fernandez-NavarroHGPL12,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Jos{\'{e}} Manuel Pe{\~{n}}{\'{a}}{-}Barrag{\'{a}}n and
Francisca L{\'{o}}pez{-}Granados},
title = {Parameter estimation of q-Gaussian Radial Basis Functions Neural Networks
with a Hybrid Algorithm for binary classification},
journal = {Neurocomputing},
volume = {75},
number = {1},
pages = {123--134},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.03.056},
doi = {10.1016/J.NEUCOM.2011.03.056},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Fernandez-NavarroHGPL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/MorenoGH12,
author = {Manuel Moreno and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A Structural Distance-Based Crossover for Neural Network Classifiers},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {26},
number = {6},
year = {2012},
url = {https://doi.org/10.1142/S0218001412500127},
doi = {10.1142/S0218001412500127},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/MorenoGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GutierrezHMC12,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Mariano Carbonero{-}Ruz},
title = {A two-stage evolutionary algorithm based on sensitivity and accuracy
for multi-class problems},
journal = {Inf. Sci.},
volume = {197},
pages = {20--37},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2012.02.012},
doi = {10.1016/J.INS.2012.02.012},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GutierrezHMC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/Hervas-MartinezSGOP12,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Sancho Salcedo{-}Sanz and
Pedro Antonio Guti{\'{e}}rrez and
Emilio G. Ort{\'{\i}}z{-}Garc{\'{\i}}a and
Luis Prieto},
title = {Evolutionary product unit neural networks for short-term wind speed
forecasting in wind farms},
journal = {Neural Comput. Appl.},
volume = {21},
number = {5},
pages = {993--1005},
year = {2012},
url = {https://doi.org/10.1007/s00521-011-0582-x},
doi = {10.1007/S00521-011-0582-X},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/Hervas-MartinezSGOP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/GutierrezPFSH12,
author = {Pedro Antonio Guti{\'{e}}rrez and
M. P{\'{e}}rez{-}Ortiz and
Francisco Fern{\'{a}}ndez{-}Navarro and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {An Experimental Study of Different Ordinal Regression Methods and
Measures},
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 = {296--307},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_29},
doi = {10.1007/978-3-642-28931-6\_29},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/GutierrezPFSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Fernandez-NavarroCGHY12,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
Huanhuan Chen and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Xin Yao},
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 = {Neural Network Ensembles to Determine Growth Multi-classes in Predictive
Microbiology},
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 = {308--318},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_30},
doi = {10.1007/978-3-642-28931-6\_30},
timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Fernandez-NavarroCGHY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Dorado-MorenoGH12,
author = {Manuel Dorado{-}Moreno and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Ordinal Classification Using Hybrid Artificial Neural Networks with
Projection and Kernel Basis Functions},
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 = {319--330},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28931-6\_31},
doi = {10.1007/978-3-642-28931-6\_31},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Dorado-MorenoGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Perez-OrtizCCH12,
author = {M. P{\'{e}}rez{-}Ortiz and
Manuel Cruz{-}Ram{\'{\i}}rez and
Juan Carlos Fern{\'{a}}ndez Caballero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Hybrid Multi-objective Machine Learning Classification in Liver Transplantation},
booktitle = {Hybrid Artificial Intelligent Systems - 7th International Conference,
{HAIS} 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7208},
pages = {397--408},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28942-2\_36},
doi = {10.1007/978-3-642-28942-2\_36},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Perez-OrtizCCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Perez-OrtizGHBM12,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Javier Brice{\~{n}}o and
Manuel de la Mata},
title = {An ensemble approach for ordinal threshold models applied to liver
transplantation},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252755},
doi = {10.1109/IJCNN.2012.6252755},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Perez-OrtizGHBM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Perez-OrtizGSAH12,
author = {M. P{\'{e}}rez{-}Ortiz and
Laura Garc{\'{\i}}a{-}Hern{\'{a}}ndez and
Lorenzo Salas{-}Morera and
Antonio Arauzo{-}Azofra and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {An Ordinal Regression Approach for the Unequal Area Facility Layout
Problem},
booktitle = {Soft Computing Models in Industrial and Environmental Applications,
7th International Conference, SOCO'12, Ostrava, Czech Republic, September
5th-7th, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {188},
pages = {13--21},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32922-7\_2},
doi = {10.1007/978-3-642-32922-7\_2},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Perez-OrtizGSAH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Perez-OrtizAHGS12,
author = {M. P{\'{e}}rez{-}Ortiz and
Antonio Arauzo{-}Azofra and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Laura Garc{\'{\i}}a{-}Hern{\'{a}}ndez and
Lorenzo Salas{-}Morera},
editor = {V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {A System Learning User Preferences for Multiobjective Optimization
of Facility Layouts},
booktitle = {Soft Computing Models in Industrial and Environmental Applications,
7th International Conference, SOCO'12, Ostrava, Czech Republic, September
5th-7th, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {188},
pages = {43--52},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32922-7\_5},
doi = {10.1007/978-3-642-32922-7\_5},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Perez-OrtizAHGS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Cruz-RamirezFVGH12,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Juan Carlos Fern{\'{a}}ndez and
Antonio Valero and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Multiobjective Pareto Ordinal Classification for Predictive Microbiology},
booktitle = {Soft Computing Models in Industrial and Environmental Applications,
7th International Conference, SOCO'12, Ostrava, Czech Republic, September
5th-7th, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {188},
pages = {153--162},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32922-7\_16},
doi = {10.1007/978-3-642-32922-7\_16},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Cruz-RamirezFVGH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/GutierrezSHCFF12,
author = {Pedro Antonio Guti{\'{e}}rrez and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Manuel Cruz{-}Ram{\'{\i}}rez and
Juan Carlos Fern{\'{a}}ndez and
Francisco Fern{\'{a}}ndez{-}Navarro},
editor = {{\'{A}}lvaro Herrero and
V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Ivan Zelinka and
Bruno Baruque and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Javier Sedano and
Emilio Corchado},
title = {Approaching System Administration as a Group Project in Computer Engineering
Higher Education},
booktitle = {International Joint Conference CISIS'12-ICEUTE'12-SOCO'12 Special
Sessions, Ostrava, Czech Republic, September 5th-7th, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {189},
pages = {331--340},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33018-6\_34},
doi = {10.1007/978-3-642-33018-6\_34},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/GutierrezSHCFF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-3336,
author = {Antonio J. Tall{\'{o}}n{-}Ballesteros and
Pedro Antonio Guti{\'{e}}rrez Pe{\~{n}}a and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Distribution of the search of evolutionary product unit neural networks
for classification},
journal = {CoRR},
volume = {abs/1205.3336},
year = {2012},
url = {http://arxiv.org/abs/1205.3336},
eprinttype = {arXiv},
eprint = {1205.3336},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-3336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/FernandezHMG11,
author = {Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Pedro Antonio Guti{\'{e}}rrez},
title = {Memetic Pareto Evolutionary Artificial Neural Networks to determine
growth/no-growth in predictive microbiology},
journal = {Appl. Soft Comput.},
volume = {11},
number = {1},
pages = {534--550},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2009.12.013},
doi = {10.1016/J.ASOC.2009.12.013},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/FernandezHMG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Fernandez-NavarroHCGV11,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Manuel Cruz{-}Ram{\'{\i}}rez and
Pedro Antonio Guti{\'{e}}rrez and
Antonio Valero},
title = {Evolutionary q-Gaussian Radial Basis Function Neural Network to determine
the microbial growth/no growth interface of Staphylococcus aureus},
journal = {Appl. Soft Comput.},
volume = {11},
number = {3},
pages = {3012--3020},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2010.11.027},
doi = {10.1016/J.ASOC.2010.11.027},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Fernandez-NavarroHCGV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Tallon-BallesterosH11,
author = {Antonio J. Tall{\'{o}}n{-}Ballesteros and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A two-stage algorithm in evolutionary product unit neural networks
for classification},
journal = {Expert Syst. Appl.},
volume = {38},
number = {1},
pages = {743--754},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.07.028},
doi = {10.1016/J.ESWA.2010.07.028},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Tallon-BallesterosH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Fernandez-NavarroHGT11,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Carlos R. Garc{\'{\i}}a{-}Alonso and
Mercedes Torres{-}Jim{\'{e}}nez},
title = {Determination of relative agrarian technical efficiency by a dynamic
over-sampling procedure guided by minimum sensitivity},
journal = {Expert Syst. Appl.},
volume = {38},
number = {10},
pages = {12483--12490},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2011.04.031},
doi = {10.1016/J.ESWA.2011.04.031},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Fernandez-NavarroHGT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Fernandez-NavarroHSG11,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez},
title = {{MELM-GRBF:} {A} modified version of the extreme learning machine
for generalized radial basis function neural networks},
journal = {Neurocomputing},
volume = {74},
number = {16},
pages = {2502--2510},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.11.032},
doi = {10.1016/J.NEUCOM.2010.11.032},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Fernandez-NavarroHSG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Fernandez-NavarroHGC11,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Mariano Carbonero{-}Ruz},
title = {Evolutionary q-Gaussian radial basis function neural networks for
multiclassification},
journal = {Neural Networks},
volume = {24},
number = {7},
pages = {779--784},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2011.03.014},
doi = {10.1016/J.NEUNET.2011.03.014},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Fernandez-NavarroHGC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Sanchez-MonederoGFH11,
author = {Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Weighting Efficient Accuracy and Minimum Sensitivity for Evolving
Multi-Class Classifiers},
journal = {Neural Process. Lett.},
volume = {34},
number = {2},
pages = {101--116},
year = {2011},
url = {https://doi.org/10.1007/s11063-011-9186-9},
doi = {10.1007/S11063-011-9186-9},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/Sanchez-MonederoGFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/CastanoFHG11,
author = {Adiel Casta{\~{n}}o and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez},
title = {Neuro-logistic Models Based on Evolutionary Generalized Radial Basis
Function for the Microarray Gene Expression Classification Problem},
journal = {Neural Process. Lett.},
volume = {34},
number = {2},
pages = {117--131},
year = {2011},
url = {https://doi.org/10.1007/s11063-011-9187-8},
doi = {10.1007/S11063-011-9187-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/CastanoFHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Fernandez-NavarroHG11,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez},
title = {A dynamic over-sampling procedure based on sensitivity for multi-class
problems},
journal = {Pattern Recognit.},
volume = {44},
number = {8},
pages = {1821--1833},
year = {2011},
url = {https://doi.org/10.1016/j.patcog.2011.02.019},
doi = {10.1016/J.PATCOG.2011.02.019},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Fernandez-NavarroHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GutierrezHM11,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo},
title = {Logistic Regression by Means of Evolutionary Radial Basis Function
Neural Networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {2},
pages = {246--263},
year = {2011},
url = {https://doi.org/10.1109/TNN.2010.2093537},
doi = {10.1109/TNN.2010.2093537},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/GutierrezHM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Cruz-RamirezCFBMH11,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Juan Carlos Fern{\'{a}}ndez Caballero and
Francisco Fern{\'{a}}ndez{-}Navarro and
Javier Brice{\~{n}}o and
Manuel de la Mata and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Memetic evolutionary multi-objective neural network classifier to
predict graft survival in liver transplant patients},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {479--486},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002037},
doi = {10.1145/2001858.2002037},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/Cruz-RamirezCFBMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hima/GutierrezBMH11,
author = {Pedro Antonio Guti{\'{e}}rrez and
Manuel Baena{-}Garc{\'{\i}}a and
Rafael Morales Bueno and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Permanent disability classification using hybrid neuro-logistic regression
models},
booktitle = {2011 {IEEE} Workshop On Hybrid Intelligent Models And Applications,
{HIMA} 2011, Paris, France, April 14, 2011},
pages = {46--53},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/HIMA.2011.5953958},
doi = {10.1109/HIMA.2011.5953958},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/hima/GutierrezBMH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Perez-OrtizGGSSH11,
author = {M. P{\'{e}}rez{-}Ortiz and
Pedro Antonio Guti{\'{e}}rrez and
Carlos R. Garc{\'{\i}}a{-}Alonso and
Luis Salvador{-}Carulla and
Jose Alberto Salinas{-}Perez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Ordinal classification of depression spatial hot-spots of prevalence},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1170--1175},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121817},
doi = {10.1109/ISDA.2011.6121817},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/Perez-OrtizGGSSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Cruz-RamirezHSG11,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Javier S{\'{a}}nchez{-}Monedero and
Pedro Antonio Guti{\'{e}}rrez},
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 = {A preliminary study of ordinal metrics to guide a multi-objective
evolutionary algorithm},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1176--1181},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121818},
doi = {10.1109/ISDA.2011.6121818},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/Cruz-RamirezHSG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Sanchez-MonederoCBMGH11,
author = {Javier S{\'{a}}nchez{-}Monedero and
Mariano Carbonero{-}Ruz and
David Becerra{-}Alonso and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Numerical variable reconstruction from ordinal categories based on
probability distributions},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1182--1187},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121819},
doi = {10.1109/ISDA.2011.6121819},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/Sanchez-MonederoCBMGH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/GutierrezSHCSP11,
author = {Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Leopoldo Carro{-}Calvo and
Javier S{\'{a}}nchez{-}Monedero and
Luis Prieto},
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 = {Evaluating nominal and ordinal classifiers for wind speed prediction
from synoptic pressure patterns},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1265--1270},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121833},
doi = {10.1109/ISDA.2011.6121833},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/GutierrezSHCSP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Cruz-RamirezHGBM11,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Javier Brice{\~{n}}o and
Manuel de la Mata},
editor = {Joan Cabestany and
Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s},
title = {Memetic Pareto Differential Evolutionary Neural Network for Donor-Recipient
Matching in Liver Transplantation},
booktitle = {Advances in Computational Intelligence - 11th International Work-Conference
on Artificial Neural Networks, {IWANN} 2011, Torremolinos-M{\'{a}}laga,
Spain, June 8-10, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6692},
pages = {129--136},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21498-1\_17},
doi = {10.1007/978-3-642-21498-1\_17},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Cruz-RamirezHGBM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GutierrezH11,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Joan Cabestany and
Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s},
title = {Hybrid Artificial Neural Networks: Models, Algorithms and Data},
booktitle = {Advances in Computational Intelligence - 11th International Work-Conference
on Artificial Neural Networks, {IWANN} 2011, Torremolinos-M{\'{a}}laga,
Spain, June 8-10, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6692},
pages = {177--184},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21498-1\_23},
doi = {10.1007/978-3-642-21498-1\_23},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GutierrezH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Tallon-BallesterosHRR11,
author = {Antonio J. Tall{\'{o}}n{-}Ballesteros and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Jos{\'{e}} C. Riquelme and
Roberto Ruiz},
editor = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez and
Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
F{\'{e}}lix de la Paz and
F. Javier Toledo},
title = {Improving the Accuracy of a Two-Stage Algorithm in Evolutionary Product
Unit Neural Networks for Classification by Means of Feature Selection},
booktitle = {New Challenges on Bioinspired Applications - 4th International Work-conference
on the Interplay Between Natural and Artificial Computation, {IWINAC}
2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6687},
pages = {381--390},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21326-7\_41},
doi = {10.1007/978-3-642-21326-7\_41},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwinac/Tallon-BallesterosHRR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdiev/Cruz-RamirezFFSH11,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Juan Carlos Fern{\'{a}}ndez and
Francisco Fern{\'{a}}ndez{-}Navarro and
Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Selecting the best artificial neural network model from a multi-objective
Differential Evolution Pareto front},
booktitle = {2011 {IEEE} Symposium on Differential Evolution, {SDE} 2011, Paris,
France, April 11-15, 2011},
pages = {96--103},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/SDE.2011.5952067},
doi = {10.1109/SDE.2011.5952067},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/sdiev/Cruz-RamirezFFSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/MendezFGBH11,
author = {Adiel Casta{\~{n}}o M{\'{e}}ndez and
Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
Manuel Baena{-}Garc{\'{\i}}a and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Emilio Corchado and
V{\'{a}}clav Sn{\'{a}}sel and
Javier Sedano and
Aboul Ella Hassanien and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Dominik Slezak},
title = {Combining Evolutionary Generalized Radial Basis Function and Logistic
Regression Methods for Classification},
booktitle = {Soft Computing Models in Industrial and Environmental Applications,
6th International Conference {SOCO} 2011, 6-8 April, 2011, Salamanca,
Spain},
series = {Advances in Intelligent and Soft Computing},
volume = {87},
pages = {263--270},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19644-7\_28},
doi = {10.1007/978-3-642-19644-7\_28},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/MendezFGBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Redel-MaciasGCH11,
author = {M. Dolores Redel{-}Mac{\'{\i}}as and
Pedro Antonio Guti{\'{e}}rrez and
Antonio J. Cubero{-}Atienza and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Emilio Corchado and
V{\'{a}}clav Sn{\'{a}}sel and
Javier Sedano and
Aboul Ella Hassanien and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Dominik Slezak},
title = {Sound Source Identification in Vehicles Using a Combined Linear-Evolutionary
Product Unit Neural Network Model},
booktitle = {Soft Computing Models in Industrial and Environmental Applications,
6th International Conference {SOCO} 2011, 6-8 April, 2011, Salamanca,
Spain},
series = {Advances in Intelligent and Soft Computing},
volume = {87},
pages = {379--386},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19644-7\_40},
doi = {10.1007/978-3-642-19644-7\_40},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Redel-MaciasGCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2146,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Domingo Ortiz{-}Boyer},
title = {{CIXL2:} {A} Crossover Operator for Evolutionary Algorithms Based
on Population Features},
journal = {CoRR},
volume = {abs/1109.2146},
year = {2011},
url = {http://arxiv.org/abs/1109.2146},
eprinttype = {arXiv},
eprint = {1109.2146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-2146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Garcia-AlonsoTH10,
author = {Carlos R. Garc{\'{\i}}a{-}Alonso and
Mercedes Torres{-}Jim{\'{e}}nez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Income prediction in the agrarian sector using product unit neural
networks},
journal = {Eur. J. Oper. Res.},
volume = {204},
number = {2},
pages = {355--365},
year = {2010},
url = {https://doi.org/10.1016/j.ejor.2009.09.033},
doi = {10.1016/J.EJOR.2009.09.033},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/Garcia-AlonsoTH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Hervas-MartinezGPJL10,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Jos{\'{e}} Manuel Pe{\~{n}}{\'{a}}{-}Barrag{\'{a}}n and
Montserrat Jurado{-}Exp{\'{o}}sito and
Francisca L{\'{o}}pez{-}Granados},
title = {A logistic radial basis function regression method for discrimination
of cover crops in olive orchards},
journal = {Expert Syst. Appl.},
volume = {37},
number = {12},
pages = {8432--8444},
year = {2010},
url = {https://doi.org/10.1016/j.eswa.2010.05.035},
doi = {10.1016/J.ESWA.2010.05.035},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Hervas-MartinezGPJL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/Cruz-RamirezSFFH10,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Javier S{\'{a}}nchez{-}Monedero and
Francisco Fern{\'{a}}ndez{-}Navarro and
Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Memetic pareto differential evolutionary artificial neural networks
to determine growth multi-classes in predictive microbiology},
journal = {Evol. Intell.},
volume = {3},
number = {3-4},
pages = {187--199},
year = {2010},
url = {https://doi.org/10.1007/s12065-010-0045-9},
doi = {10.1007/S12065-010-0045-9},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/Cruz-RamirezSFFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/CastanoFHGG10,
author = {Adiel Casta{\~{n}}o and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Mar{\'{\i}}a Matilda Garc{\'{\i}}a and
Pedro Antonio Guti{\'{e}}rrez},
title = {Classification by evolutionary generalised radial basis functions},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {7},
number = {4},
pages = {239--248},
year = {2010},
url = {https://doi.org/10.3233/HIS-2010-0117},
doi = {10.3233/HIS-2010-0117},
timestamp = {Wed, 30 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhis/CastanoFHGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/GutierrezHL10,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s and
Manuel Lozano},
title = {Designing multilayer perceptrons using a Guided Saw-tooth Evolutionary
Programming Algorithm},
journal = {Soft Comput.},
volume = {14},
number = {6},
pages = {599--613},
year = {2010},
url = {https://doi.org/10.1007/s00500-009-0429-x},
doi = {10.1007/S00500-009-0429-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/GutierrezHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CaballeroMHG10,
author = {Juan Carlos Fern{\'{a}}ndez Caballero and
Francisco Jos{\'{e}} Mart{\'{\i}}nez and
C{\'{e}}sar Herv{\'{a}}s and
Pedro Antonio Guti{\'{e}}rrez},
title = {Sensitivity versus accuracy in multiclass problems using memetic Pareto
evolutionary neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {5},
pages = {750--770},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2041468},
doi = {10.1109/TNN.2010.2041468},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CaballeroMHG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Fernandez-NavarroHGCC10,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Manuel Cruz{-}Ram{\'{\i}}rez and
Mariano Carbonero{-}Ruz},
editor = {Emilio Corchado and
Manuel Gra{\~{n}}a Romay and
Alexandre Savio},
title = {Evolutionary \emph{q}-Gaussian Radial Basis Functions for Binary-Classification},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference,
{HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6077},
pages = {280--287},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13803-4\_35},
doi = {10.1007/978-3-642-13803-4\_35},
timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Fernandez-NavarroHGCC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Sanchez-MonederoHMCMC10,
author = {Javier S{\'{a}}nchez{-}Monedero and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Mariano Carbonero{-}Ruz and
M. C. Ram{\'{\i}}rez Moreno and
Manuel Cruz{-}Ram{\'{\i}}rez},
editor = {Emilio Corchado and
Manuel Gra{\~{n}}a Romay and
Alexandre Savio},
title = {Evolutionary Learning Using a Sensitivity-Accuracy Approach for Classification},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference,
{HAIS} 2010, San Sebasti{\'{a}}n, Spain, June 23-25, 2010. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6077},
pages = {288--295},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13803-4\_36},
doi = {10.1007/978-3-642-13803-4\_36},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Sanchez-MonederoHMCMC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Fernandez-NavarroHGRR10,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Roberto Ruiz and
Jos{\'{e}} C. Riquelme},
editor = {Konstantinos I. Diamantaras and
Wlodek Duch and
Lazaros S. Iliadis},
title = {Evolutionary \emph{q}-Gaussian Radial Basis Functions for Improving
Prediction Accuracy of Gene Classification Using Feature Selection},
booktitle = {Artificial Neural Networks - {ICANN} 2010 - 20th International Conference,
Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6352},
pages = {327--336},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15819-3\_43},
doi = {10.1007/978-3-642-15819-3\_43},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Fernandez-NavarroHGRR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/GutierrezSSSPFH10,
author = {Pedro Antonio Guti{\'{e}}rrez and
Sancho Salcedo{-}Sanz and
Mar{\'{\i}}a Jes{\'{u}}s Segovia{-}Vargas and
A. Sanchis and
Jos{\'{e}} Antonio Portilla{-}Figueras and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Generalized Logistic Regression Models Using Neural Network Basis
Functions Applied to the Detection of Banking Crises},
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 {III}},
series = {Lecture Notes in Computer Science},
volume = {6098},
pages = {1--10},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13033-5\_1},
doi = {10.1007/978-3-642-13033-5\_1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/GutierrezSSSPFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Cruz-RamirezSFFH10,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Javier S{\'{a}}nchez{-}Monedero and
Francisco Fern{\'{a}}ndez{-}Navarro and
Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
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 = {Hybrid Pareto Differential Evolutionary Artificial Neural Networks
to Determined Growth Multi-classes in Predictive Microbiology},
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 {III}},
series = {Lecture Notes in Computer Science},
volume = {6098},
pages = {646--655},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13033-5\_66},
doi = {10.1007/978-3-642-13033-5\_66},
timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/Cruz-RamirezSFFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Cruz-RamirezHFS10,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Juan Carlos Fern{\'{a}}ndez and
Javier S{\'{a}}nchez{-}Monedero},
title = {Learning Artificial Neural Networks multiclassifiers by evolutionary
multiobjective differential evolution guided by statistical distributions},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596452},
doi = {10.1109/IJCNN.2010.5596452},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Cruz-RamirezHFS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Sanchez-MonederoCFFGH10,
author = {Javier S{\'{a}}nchez{-}Monedero and
Manuel Cruz{-}Ram{\'{\i}}rez and
Francisco Fern{\'{a}}ndez{-}Navarro and
Juan Carlos Fern{\'{a}}ndez and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {On the suitability of Extreme Learning Machine for gene classification
using feature selection},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {507--512},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687215},
doi = {10.1109/ISDA.2010.5687215},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/isda/Sanchez-MonederoCFFGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Cruz-RamirezFSFHGL10,
author = {Manuel Cruz{-}Ram{\'{\i}}rez and
Juan Carlos Fern{\'{a}}ndez and
Javier S{\'{a}}nchez{-}Monedero and
Francisco Fern{\'{a}}ndez{-}Navarro and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
M. Teresa Lamata},
title = {Ensemble determination using the {TOPSIS} decision support system
in multi-objective evolutionary neural network classifiers},
booktitle = {10th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2010, November 29 - December 1, 2010, Cairo, Egypt},
pages = {513--518},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISDA.2010.5687212},
doi = {10.1109/ISDA.2010.5687212},
timestamp = {Wed, 08 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isda/Cruz-RamirezFSFHGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Garcia-AlonsoGH09,
author = {Carlos R. Garc{\'{\i}}a{-}Alonso and
Jorge Guardiola and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Logistic evolutionary product-unit neural networks: Innovation capacity
of poor Guatemalan households},
journal = {Eur. J. Oper. Res.},
volume = {195},
number = {2},
pages = {543--551},
year = {2009},
url = {https://doi.org/10.1016/j.ejor.2008.02.013},
doi = {10.1016/J.EJOR.2008.02.013},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/Garcia-AlonsoGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TorresHG09,
author = {Mercedes Torres and
C{\'{e}}sar Herv{\'{a}}s and
Carlos Garc{\'{\i}}a},
title = {Multinomial logistic regression and product unit neural network models:
Application of a new hybrid methodology for solving a classification
problem in the livestock sector},
journal = {Expert Syst. Appl.},
volume = {36},
number = {10},
pages = {12225--12235},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.04.070},
doi = {10.1016/J.ESWA.2009.04.070},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TorresHG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GutierrezHCF09,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s and
Mariano Carbonero{-}Ruz and
Juan Carlos Fern{\'{a}}ndez},
title = {Combined projection and kernel basis functions for classification
in evolutionary neural networks},
journal = {Neurocomputing},
volume = {72},
number = {13-15},
pages = {2731--2742},
year = {2009},
url = {https://doi.org/10.1016/j.neucom.2008.09.020},
doi = {10.1016/J.NEUCOM.2008.09.020},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GutierrezHCF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/GutierrezHFL09,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Juan Carlos Fern{\'{a}}ndez and
Francisca L{\'{o}}pez{-}Granados},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Hybrid Multilogistic Regression by Means of Evolutionary Radial Basis
Functions: Application to Precision Agriculture},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {244--251},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_29},
doi = {10.1007/978-3-642-02319-4\_29},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/hais/GutierrezHFL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/FernandezHMGC09,
author = {Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s and
Francisco Jos{\'{e}} Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Manuel Cruz},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Memetic Pareto Differential Evolution for Designing Artificial Neural
Networks in Multiclassification Problems Using Cross-Entropy Versus
Sensitivity},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
pages = {433--441},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_52},
doi = {10.1007/978-3-642-02319-4\_52},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/FernandezHMGC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GutierrezHMF09,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Juan Carlos Fern{\'{a}}ndez},
title = {MultiLogistic Regression using Initial and Radial Basis Function covariates},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {1067--1074},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178694},
doi = {10.1109/IJCNN.2009.5178694},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GutierrezHMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Fernandez-NavarroGH09,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {A Sensitivity Clustering Method for Memetic Training of Radial Basis
Function Neural Networks},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {187--192},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.209},
doi = {10.1109/ISDA.2009.209},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/Fernandez-NavarroGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/Hervas-MartinezGFSPPP09,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Juan Carlos Fern{\'{a}}ndez and
Sancho Salcedo{-}Sanz and
Antonio Portilla{-}Figueras and
{\'{A}}ngel M. P{\'{e}}rez{-}Bellido and
Luis Prieto},
title = {Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid
Evolutionary Programming for Accurate Short-Term Wind Speed Prediction},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {193--198},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.30},
doi = {10.1109/ISDA.2009.30},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/Hervas-MartinezGFSPPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/CastanoHGFG09,
author = {Adiel Casta{\~{n}}o and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Francisco Fern{\'{a}}ndez{-}Navarro and
Mar{\'{\i}}a Matilda Garc{\'{\i}}a},
title = {Classification by Evolutionary Generalized Radial Basis Functions},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {203--208},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.29},
doi = {10.1109/ISDA.2009.29},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/CastanoHGFG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/FernandezHMC09,
author = {Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco Jos{\'{e}} Mart{\'{\i}}nez and
Manuel Cruz},
title = {Design of Artificial Neural Networks Using a Memetic Pareto Evolutionary
Algorithm Using as Objectives Entropy versus Variation Coefficient},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {408--413},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.153},
doi = {10.1109/ISDA.2009.153},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/FernandezHMC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/Fernandez-NavarroGHF09,
author = {Francisco Fern{\'{a}}ndez{-}Navarro and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Juan Carlos Fern{\'{a}}ndez},
editor = {Jos{\'{e}} Mira Mira and
Jos{\'{e}} Manuel Ferr{\'{a}}ndez and
Jos{\'{e}} R. {\'{A}}lvarez and
F{\'{e}}lix de la Paz and
F. Javier Toledo},
title = {A Sensitivity Clustering Method for Hybrid Evolutionary Algorithms},
booktitle = {Methods and Models in Artificial and Natural Computation. {A} Homage
to Professor Mira.s Scientific Legacy, Third International Work-Conference
on the Interplay Between Natural and Artificial Computation, {IWINAC}
2009, Santiago de Compostela, Spain, June 22-26, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5601},
pages = {245--254},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02264-7\_26},
doi = {10.1007/978-3-642-02264-7\_26},
timestamp = {Wed, 13 Jan 2021 08:41:00 +0100},
biburl = {https://dblp.org/rec/conf/iwinac/Fernandez-NavarroGHF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ai/GutierrezHMC09,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Mariano Carbonero{-}Ruz},
editor = {Juan R. Rabu{\~{n}}al and
Juli{\'{a}}n Dorado and
Alejandro Pazos},
title = {Multilogistic Regression by Product Units},
booktitle = {Encyclopedia of Artificial Intelligence {(3} Volumes)},
pages = {1136--1144},
publisher = {{IGI} Global},
year = {2009},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10383},
timestamp = {Mon, 22 May 2023 11:26:05 +0200},
biburl = {https://dblp.org/rec/reference/ai/GutierrezHMC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Martinez-EstudilloHGM08,
author = {Francisco J. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez and
Alfonso C. Mart{\'{\i}}nez{-}Estudillo},
title = {Evolutionary product-unit neural networks classifiers},
journal = {Neurocomputing},
volume = {72},
number = {1-3},
pages = {548--561},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.11.019},
doi = {10.1016/J.NEUCOM.2007.11.019},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Martinez-EstudilloHGM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Hervas-MartinezMC08,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Mariano Carbonero{-}Ruz},
title = {Multilogistic regression by means of evolutionary product-unit neural
networks},
journal = {Neural Networks},
volume = {21},
number = {7},
pages = {951--961},
year = {2008},
url = {https://doi.org/10.1016/j.neunet.2007.12.052},
doi = {10.1016/J.NEUNET.2007.12.052},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Hervas-MartinezMC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/VenturaRZDH08,
author = {Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
Amelia Zafra and
Jose Antonio Delgado and
C{\'{e}}sar Herv{\'{a}}s},
title = {{JCLEC:} a Java framework for evolutionary computation},
journal = {Soft Comput.},
volume = {12},
number = {4},
pages = {381--392},
year = {2008},
url = {https://doi.org/10.1007/s00500-007-0172-0},
doi = {10.1007/S00500-007-0172-0},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/VenturaRZDH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Ortiz-BoyerHG08,
author = {Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
title = {Robust confidence intervals applied to crossover operator for real-coded
genetic algorithms},
journal = {Soft Comput.},
volume = {12},
number = {8},
pages = {809--833},
year = {2008},
url = {https://doi.org/10.1007/s00500-007-0237-0},
doi = {10.1007/S00500-007-0237-0},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Ortiz-BoyerHG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Martinez-EstudilloGHF08,
author = {Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s and
Juan Carlos Fern{\'{a}}ndez},
title = {Evolutionary learning by a sensitivity-accuracy approach for multi-class
problems},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {1581--1588},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4631003},
doi = {10.1109/CEC.2008.4631003},
timestamp = {Thu, 16 Dec 2021 14:01:33 +0100},
biburl = {https://dblp.org/rec/conf/cec/Martinez-EstudilloGHF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/RomeroVEH08,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Pedro G. Espejo and
C{\'{e}}sar Herv{\'{a}}s},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Data Mining Algorithms to Classify Students},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {8--17},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/1\_Romero\_3.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/RomeroVEH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/VenturaRH08,
author = {Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
C{\'{e}}sar Herv{\'{a}}s},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Analyzing Rule Evaluation Measures with Educational Datasets: {A}
Framework to Help the Teacher},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {177--181},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/18\_Ventura\_4.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/VenturaRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/GutierrezFHLJP08,
author = {Pedro Antonio Guti{\'{e}}rrez and
Juan Carlos Fern{\'{a}}ndez and
C{\'{e}}sar Herv{\'{a}}s and
Francisca L{\'{o}}pez{-}Granados and
Montserrat Jurado{-}Exp{\'{o}}sito and
Jos{\'{e}} Manuel Pe{\~{n}}{\'{a}}{-}Barrag{\'{a}}n},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Feature Selection for Hybrid Neuro-Logistic Regression Applied to
Classification of Remote Sensed Data},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {625--630},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.34},
doi = {10.1109/HIS.2008.34},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/GutierrezFHLJP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/FernandezGHM08,
author = {Juan Carlos Fern{\'{a}}ndez and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s and
Francisco Jos{\'{e}} Mart{\'{\i}}nez},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Memetic Pareto Evolutionary Artificial Neural Networks for the Determination
of Growth Limits of Listeria Monocytogenes},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {631--636},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.13},
doi = {10.1109/HIS.2008.13},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/FernandezGHM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/asc/GutierrezHCF08,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Mariano Carbonero{-}Ruz and
Juan Carlos Fern{\'{a}}ndez},
editor = {Emilio Corchado and
Juan M. Corchado and
Ajith Abraham},
title = {Combined Projection and Kernel Basis Functions for Classification
in Evolutionary Neural Networks},
booktitle = {Innovations in Hybrid Intelligent Systems},
series = {Advances in Soft Computing},
volume = {44},
pages = {88--95},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-74972-1\_13},
doi = {10.1007/978-3-540-74972-1\_13},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/asc/GutierrezHCF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/Ortiz-BoyerHG07,
author = {Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
title = {Improving crossover operator for real-coded genetic algorithms using
virtual parents},
journal = {J. Heuristics},
volume = {13},
number = {3},
pages = {265--314},
year = {2007},
url = {https://doi.org/10.1007/s10732-007-9018-2},
doi = {10.1007/S10732-007-9018-2},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/heuristics/Ortiz-BoyerHG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Hervas-MartinezM07,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo},
title = {Logistic regression using covariates obtained by product-unit neural
network models},
journal = {Pattern Recognit.},
volume = {40},
number = {1},
pages = {52--64},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2006.06.003},
doi = {10.1016/J.PATCOG.2006.06.003},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Hervas-MartinezM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/GutierrezHL07,
author = {Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s and
Manuel Lozano},
editor = {Hujun Yin and
Peter Ti{\~{n}}o and
Emilio Corchado and
William Byrne and
Xin Yao},
title = {Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions
for Designing Evolutionary Neural Networks},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
8th International Conference, Birmingham, UK, December 16-19, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4881},
pages = {1131--1140},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77226-2\_113},
doi = {10.1007/978-3-540-77226-2\_113},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/GutierrezHL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Martinez-EstudilloHMP07,
author = {Francisco J. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Alfonso C. Mart{\'{\i}}nez{-}Estudillo and
Pedro Antonio Guti{\'{e}}rrez Pe{\~{n}}a},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Hybrid Evolutionary Algorithm with Product-Unit Neural Networks for
Classification},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference
on Artificial Neural Networks, {IWANN} 2007, San Sebasti{\'{a}}n,
Spain, June 20-22, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4507},
pages = {351--358},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_43},
doi = {10.1007/978-3-540-73007-1\_43},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Martinez-EstudilloHMP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/HervasMCRF07,
author = {C{\'{e}}sar Herv{\'{a}}s and
Francisco Jos{\'{e}} Mart{\'{\i}}nez and
Mariano Carbonero{-}Ruz and
Crist{\'{o}}bal Romero and
Juan Carlos Fern{\'{a}}ndez},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Evolutionary Combining of Basis Function Neural Networks for Classification},
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 = {447--456},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73053-8\_45},
doi = {10.1007/978-3-540-73053-8\_45},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/HervasMCRF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/EspejoHVR06,
author = {Pedro G. Espejo and
C{\'{e}}sar Herv{\'{a}}s and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero},
title = {Selection of Logical Operators for Inducing Comprehensible Knowledge},
journal = {Inteligencia Artif.},
volume = {10},
number = {29},
pages = {19--30},
year = {2006},
url = {http://journal.iberamia.org/index.php/ia/article/view/480/article\%20\%281\%29.pdf},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/EspejoHVR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/RomeroVGHG06,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
Eva Lucrecia Gibaja Galindo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco Romero Morales},
title = {Web-based adaptive training simulator system for cardiac life support},
journal = {Artif. Intell. Medicine},
volume = {38},
number = {1},
pages = {67--78},
year = {2006},
url = {https://doi.org/10.1016/j.artmed.2006.01.002},
doi = {10.1016/J.ARTMED.2006.01.002},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/RomeroVGHG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Martinez-EstudilloMHG06,
author = {Alfonso C. Mart{\'{\i}}nez{-}Estudillo and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
title = {Evolutionary product unit based neural networks for regression},
journal = {Neural Networks},
volume = {19},
number = {4},
pages = {477--486},
year = {2006},
url = {https://doi.org/10.1016/j.neunet.2005.11.001},
doi = {10.1016/J.NEUNET.2005.11.001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Martinez-EstudilloMHG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Garcia-PedrajasOH06,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {An alternative approach for neural network evolution with a genetic
algorithm: Crossover by combinatorial optimization},
journal = {Neural Networks},
volume = {19},
number = {4},
pages = {514--528},
year = {2006},
url = {https://doi.org/10.1016/j.neunet.2005.08.014},
doi = {10.1016/J.NEUNET.2005.08.014},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Garcia-PedrajasOH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Martinez-Estudillo06,
author = {Alfonso C. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
title = {Hybridization of evolutionary algorithms and local search by means
of a clustering method},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {36},
number = {3},
pages = {534--545},
year = {2006},
url = {https://doi.org/10.1109/TSMCB.2005.860138},
doi = {10.1109/TSMCB.2005.860138},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Martinez-Estudillo06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ah/RomeroVHB06,
author = {Crist{\'{o}}bal Romero and
Sebasti{\'{a}}n Ventura and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Paul De Bra},
editor = {Vincent P. Wade and
Helen Ashman and
Barry Smyth},
title = {An Authoring Tool for Building Both Mobile Adaptable Tests and Web-Based
Adaptive or Classic Tests},
booktitle = {Adaptive Hypermedia and Adaptive Web-Based Systems, 4th International
Conference, {AH} 2006, Dublin, Ireland, June 21-23, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4018},
pages = {203--212},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11768012\_22},
doi = {10.1007/11768012\_22},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ah/RomeroVHB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Martinez-EstudilloHPMV06,
author = {Francisco J. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Pedro Antonio Guti{\'{e}}rrez Pe{\~{n}}a and
Alfonso C. Mart{\'{\i}}nez{-}Estudillo and
Sebasti{\'{a}}n Ventura},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {Evolutionary Product-Unit Neural Networks for Classification},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2006,
7th International Conference, Burgos, Spain, September 20-23, 2006,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4224},
pages = {1320--1328},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_157},
doi = {10.1007/11875581\_157},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Martinez-EstudilloHPMV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Hervas-MartinezMG06,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco J. Mart{\'{\i}}nez{-}Estudillo and
Pedro Antonio Guti{\'{e}}rrez},
title = {Classification by means of Evolutionary Product-Unit Neural Networks},
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 = {1525--1532},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246614},
doi = {10.1109/IJCNN.2006.246614},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Hervas-MartinezMG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/TorresHA05,
author = {Mercedes Torres and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Francisco Amador},
title = {Approximating the sheep milk production curve through the use of artificial
neural networks and genetic algorithms},
journal = {Comput. Oper. Res.},
volume = {32},
pages = {2653--2670},
year = {2005},
url = {https://doi.org/10.1016/j.cor.2004.06.025},
doi = {10.1016/J.COR.2004.06.025},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cor/TorresHA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/Ortiz-BoyerHG05,
author = {Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
title = {{CIXL2:} {A} Crossover Operator for Evolutionary Algorithms Based
on Population Features},
journal = {J. Artif. Intell. Res.},
volume = {24},
pages = {1--48},
year = {2005},
url = {https://doi.org/10.1613/jair.1660},
doi = {10.1613/JAIR.1660},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/Ortiz-BoyerHG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/Hervas-MartinezMSS05,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Alfonso Carlos Mart{\'{\i}}nez{-}Estudillo and
Manuel Silva and
Juan Manuel Serrano},
title = {Improving the Quantification of Highly Overlapping Chromatographic
Peaks by Using Product Unit Neural Networks Modeled by an Evolutionary
Algorithm},
journal = {J. Chem. Inf. Model.},
volume = {45},
number = {4},
pages = {894--903},
year = {2005},
url = {https://doi.org/10.1021/ci049697o},
doi = {10.1021/CI049697O},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/Hervas-MartinezMSS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Hervas-MartinezO05,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Domingo Ortiz{-}Boyer},
title = {Analyzing the statistical features of {CIXL2} crossover offspring},
journal = {Soft Comput.},
volume = {9},
number = {4},
pages = {270--279},
year = {2005},
url = {https://doi.org/10.1007/s00500-004-0379-2},
doi = {10.1007/S00500-004-0379-2},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Hervas-MartinezO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/Garcia-PedrajasHO05,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Domingo Ortiz{-}Boyer},
title = {Cooperative coevolution of artificial neural network ensembles for
pattern classification},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {9},
number = {3},
pages = {271--302},
year = {2005},
url = {https://doi.org/10.1109/TEVC.2005.844158},
doi = {10.1109/TEVC.2005.844158},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/Garcia-PedrajasHO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Ortiz-BoyerGGH05,
author = {Domingo Ortiz{-}Boyer and
Rafael del Castillo Gomariz and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Crossover effect over penalty methods in function optimization with
constraints},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {1127--1134},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554817},
doi = {10.1109/CEC.2005.1554817},
timestamp = {Thu, 16 Dec 2021 13:59:05 +0100},
biburl = {https://dblp.org/rec/conf/cec/Ortiz-BoyerGGH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Martinez-EstudilloHMO05,
author = {Francisco J. Mart{\'{\i}}nez{-}Estudillo and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Alfonso C. Mart{\'{\i}}nez{-}Estudillo and
Domingo Ortiz{-}Boyer},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Memetic Algorithms to Product-Unit Neural Networks for Regression},
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 = {83--90},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_11},
doi = {10.1007/11494669\_11},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Martinez-EstudilloHMO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Garcia-PedrajasOCH05,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Domingo Ortiz{-}Boyer and
Rafael del Castillo Gomariz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Cascade Ensembles},
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 = {598--603},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_73},
doi = {10.1007/11494669\_73},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Garcia-PedrajasOCH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Garcia-PedrajasOC04,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Cooperative coevolution of generalized multi-layer perceptrons},
journal = {Neurocomputing},
volume = {56},
pages = {257--283},
year = {2004},
url = {https://doi.org/10.1016/j.neucom.2003.09.004},
doi = {10.1016/J.NEUCOM.2003.09.004},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Garcia-PedrajasOC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/Hervas-MartinezSSO04,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Manuel Silva and
Juan Manuel Serrano and
Eva Orejuela},
title = {Heuristic Extraction of Rules in Pruned Artificial Neural Networks
Models Used for Quantifying Highly Overlapping Chromatographic Peaks},
journal = {J. Chem. Inf. Model.},
volume = {44},
number = {5},
pages = {1576--1584},
year = {2004},
url = {https://doi.org/10.1021/ci049948t},
doi = {10.1021/CI049948T},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcisd/Hervas-MartinezSSO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Garcia-PedrajasHM03,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Jos{\'{e}} Mu{\~{n}}oz{-}P{\'{e}}rez},
title = {{COVNET:} a cooperative coevolutionary model for evolving artificial
neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {14},
number = {3},
pages = {575--596},
year = {2003},
url = {https://doi.org/10.1109/TNN.2003.810618},
doi = {10.1109/TNN.2003.810618},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Garcia-PedrajasHM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/GomarizMVO03,
author = {Rafael del Castillo Gomariz and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Sebasti{\'{a}}n Ventura and
Domingo Ortiz{-}Boyer},
editor = {Ricardo Conejo and
Maite Urretavizcaya and
Jos{\'{e}}{-}Luis P{\'{e}}rez{-}de{-}la{-}Cruz},
title = {Application of Crossover Operators Based on Confidence Interval in
Modeling Problems Using Real-Coding Genetic Algorithms},
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 = {177--186},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-25945-9\_18},
doi = {10.1007/978-3-540-25945-9\_18},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/caepia/GomarizMVO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Sanz-TapiaGOH03,
author = {Eloy Sanz{-}Tapia and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Node Level Crossover Applied to Neural Network Evolution},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International
Work-Conference on Artificial and Natural Neural Networks, IWANN2003,
Ma{\'{o}}, Menorca, Spain, June 3-6, 2003 Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2686},
pages = {518--525},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44868-3\_66},
doi = {10.1007/3-540-44868-3\_66},
timestamp = {Wed, 13 Jan 2021 08:40:59 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Sanz-TapiaGOH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Garcia-PedrajasHM02,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Jos{\'{e}} Mu{\~{n}}oz{-}P{\'{e}}rez},
title = {Multi-objective cooperative coevolution of artificial neural networks
(multi-objective cooperative networks)},
journal = {Neural Networks},
volume = {15},
number = {10},
pages = {1259--1278},
year = {2002},
url = {https://doi.org/10.1016/S0893-6080(02)00095-3},
doi = {10.1016/S0893-6080(02)00095-3},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Garcia-PedrajasHM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Hervas-MartinezOG02,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Domingo Ortiz{-}Boyer and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
editor = {Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Panagiotis Adamidis and
Hans{-}Georg Beyer and
Jos{\'{e}} Luis Fern{\'{a}}ndez{-}Villaca{\~{n}}as Mart{\'{\i}}n and
Hans{-}Paul Schwefel},
title = {Theoretical Analysis of the Confidence Interval Based Crossover for
Real-Coded Genetic Algorithms},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VII, 7th International
Conference, Granada, Spain, September 7-11, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2439},
pages = {153--161},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45712-7\_15},
doi = {10.1007/3-540-45712-7\_15},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/Hervas-MartinezOG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/Ortiz-BoyerHG02,
author = {Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas},
editor = {Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Panagiotis Adamidis and
Hans{-}Georg Beyer and
Jos{\'{e}} Luis Fern{\'{a}}ndez{-}Villaca{\~{n}}as Mart{\'{\i}}n and
Hans{-}Paul Schwefel},
title = {Crossover Operator Effect in Function Optimization with Constraints},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VII, 7th International
Conference, Granada, Spain, September 7-11, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2439},
pages = {184--193},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45712-7\_18},
doi = {10.1007/3-540-45712-7\_18},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ppsn/Ortiz-BoyerHG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/HervasTS01,
author = {C{\'{e}}sar Herv{\'{a}}s and
Roc{\'{\i}}o Toledo and
Manuel Silva},
title = {Use of Pruned Computational Neural Networks for Processing the Response
of Oscillating Chemical Reactions with a View to Analyzing Nonlinear
Multicomponent Mixtures},
journal = {J. Chem. Inf. Comput. Sci.},
volume = {41},
number = {4},
pages = {1083--1092},
year = {2001},
url = {https://doi.org/10.1021/ci010012j},
doi = {10.1021/CI010012J},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/HervasTS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Ortiz-BoyerHM01,
author = {Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Jos{\'{e}} Mu{\~{n}}oz{-}P{\'{e}}rez},
title = {Genetic algorithms with crossover based on confidence interval as
an alternative to traditional nonlinear regression methods},
booktitle = {9th European Symposium on Artificial Neural Networks, {ESANN} 2001,
Bruges, Belgium, April 25-27, 2001, Proceedings},
pages = {193--198},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-458.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Ortiz-BoyerHM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Hervas-MartinezHVS01,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
Jos{\'{e}} Antonio Martinez Heras and
Sebasti{\'{a}}n Ventura and
Manuel Silva},
title = {A two steps method: non linear regression and pruning neural network
for analyzing multicomponent mixtures},
booktitle = {9th European Symposium on Artificial Neural Networks, {ESANN} 2001,
Bruges, Belgium, April 25-27, 2001, Proceedings},
pages = {347--352},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-28.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Hervas-MartinezHVS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Garcia-PedrajasSOH01,
author = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Eloy Sanz{-}Tapia and
Domingo Ortiz{-}Boyer and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
editor = {Jos{\'{e}} Mira and
Alberto Prieto},
title = {Introducing Multi-objective Optimization in Cooperative Coevolution
of Neural Networks},
booktitle = {Connectionist Models of Neurons, Learning Processes and Artificial
Intelligence, 6th International Work-Conference on Artificial and
Natural Neural Networks, {IWANN} 2001 Granada, Spain, June 13-15,
2001, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2084},
pages = {645--652},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45720-8\_77},
doi = {10.1007/3-540-45720-8\_77},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Garcia-PedrajasSOH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/HervasAS00,
author = {C{\'{e}}sar Herv{\'{a}}s and
Jos{\'{e}} Antonio Algar and
Manuel Silva},
title = {Correction of Temperature Variations in Kinetic-Based Determinations
by Use of Pruning Computational Neural Networks in Conjunction with
Genetic Algorithms},
journal = {J. Chem. Inf. Comput. Sci.},
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number = {3},
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year = {2000},
url = {https://doi.org/10.1021/ci9901284},
doi = {10.1021/CI9901284},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/HervasAS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/HervasVM98,
author = {C{\'{e}}sar Herv{\'{a}}s and
Sebasti{\'{a}}n Ventura and
J. Mart{\'{\i}}nez},
title = {Reconocimiento de funciones de producci{\'{o}}n l{\'{a}}ctea
mediante redes neuronales podadas y entrenadas con un algoritmo gen{\'{e}}tico},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jcisd/HervasVSP98,
author = {C{\'{e}}sar Herv{\'{a}}s and
Sebasti{\'{a}}n Ventura and
Manuel Silva and
Dolores P{\'{e}}rez{-}Bendito},
title = {Computational Neural Networks for Resolving Nonlinear Multicomponent
Systems Based on Chemiluminescence Methods},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jcisd/VenturaSPH97,
author = {Sebasti{\'{a}}n Ventura and
Manuel Silva and
Dolores P{\'{e}}rez{-}Bendito and
C{\'{e}}sar Herv{\'{a}}s},
title = {Computational Neural Networks in Conjunction with Principal Component
Analysis for Resolving Highly Nonlinear Kinetics},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jcisd/VenturaSPH97a,
author = {Sebasti{\'{a}}n Ventura and
Manuel Silva and
Dolores P{\'{e}}rez{-}Bendito and
C{\'{e}}sar Herv{\'{a}}s},
title = {Estimation of Parameters of Kinetic Compartmental Models by Use of
Computational Neural Networks},
journal = {J. Chem. Inf. Comput. Sci.},
volume = {37},
number = {3},
pages = {517--521},
year = {1997},
url = {https://doi.org/10.1021/ci960143y},
doi = {10.1021/CI960143Y},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/VenturaSPH97a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/MartinezSGC92,
author = {C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez and
E. J. Romero Soto and
Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Rafael Medina Carnicer},
editor = {Bernadette Bouchon{-}Meunier and
Lloren{\c{c}} Valverde and
Ronald R. Yager},
title = {Comparison Between Artificial Neural Networks and Classical Statsitical
Methods in Pattern Recognition},
booktitle = {{IPMU} '92 - Advanced Methods in Artificial Intelligence, 4th International
Conference on Processing and Management of Uncertainty in Knowledge-Based
Systems, Palma de Mallorca, Spain, July 6-10, 1992, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {682},
pages = {351--360},
publisher = {Springer},
year = {1992},
url = {https://doi.org/10.1007/3-540-56735-6\_73},
doi = {10.1007/3-540-56735-6\_73},
timestamp = {Sat, 19 Oct 2019 20:23:31 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/MartinezSGC92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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