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ORCIDBibTeX records: Carlos Hernández-Espinosa
@inproceedings{DBLP:conf/iconip/Torres-SospedraHF11,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Introducing Reordering Algorithms to Classic Well-Known Ensembles
to Improve Their Performance},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7063},
pages = {572--579},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24958-7\_66},
doi = {10.1007/978-3-642-24958-7\_66},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Torres-SospedraHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Torres-SospedraHF11a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Improving Boosting Methods by Generating Specific Training and Validation
Sets},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7063},
pages = {580--587},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24958-7\_67},
doi = {10.1007/978-3-642-24958-7\_67},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Torres-SospedraHF11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Torres-SospedraHF11b,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {Using Bagging and Cross-Validation to Improve Ensembles Based on Penalty
Terms},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7063},
pages = {588--595},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24958-7\_68},
doi = {10.1007/978-3-642-24958-7\_68},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/Torres-SospedraHF11b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Torres-SospedraHF08,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Lionel Prevost and
Simone Marinai and
Friedhelm Schwenker},
title = {Decision Fusion on Boosting Ensembles},
booktitle = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,
{ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5064},
pages = {157--167},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69939-2\_16},
doi = {10.1007/978-3-540-69939-2\_16},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Torres-SospedraHF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Fernandez-RedondoTH08,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {Lionel Prevost and
Simone Marinai and
Friedhelm Schwenker},
title = {The Mixture of Neural Networks as Ensemble Combiner},
booktitle = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,
{ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5064},
pages = {168--179},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69939-2\_17},
doi = {10.1007/978-3-540-69939-2\_17},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Fernandez-RedondoTH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Hernandez-EspinosaTF08,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Lionel Prevost and
Simone Marinai and
Friedhelm Schwenker},
title = {Researching on Multi-net Systems Based on Stacked Generalization},
booktitle = {Artificial Neural Networks in Pattern Recognition, Third {IAPR} Workshop,
{ANNPR} 2008, Paris, France, July 2-4, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5064},
pages = {193--204},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69939-2\_19},
doi = {10.1007/978-3-540-69939-2\_19},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/annpr/Hernandez-EspinosaTF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Torres-SospedraHF08,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Adding Diversity in Ensembles of Neural Networks by Reordering the
Training Set},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {275--284},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_29},
doi = {10.1007/978-3-540-87536-9\_29},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Torres-SospedraHF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Torres-SospedraHF08a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {New Results on Combination Methods for Boosting Ensembles},
booktitle = {Artificial Neural Networks - {ICANN} 2008 , 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5163},
pages = {285--294},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_30},
doi = {10.1007/978-3-540-87536-9\_30},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Torres-SospedraHF08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Torres-SospedraHF08,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
title = {Researching on combining boosting ensembles},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {2290--2295},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634114},
doi = {10.1109/IJCNN.2008.4634114},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Torres-SospedraHF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Torres-SospedraHF07,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Averaged Conservative Boosting: Introducing a New Method to Build
Ensembles of Neural Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {309--318},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_32},
doi = {10.1007/978-3-540-74690-4\_32},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Torres-SospedraHF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Torres-SospedraHF07a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Stacking {MF} Networks to Combine the Outputs Provided by {RBF} Networks},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {450--459},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_46},
doi = {10.1007/978-3-540-74690-4\_46},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Torres-SospedraHF07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Torres-SospedraHF07,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
title = {Mixing Aveboost and Conserboost to Improve Boosting Methods},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {672--677},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371037},
doi = {10.1109/IJCNN.2007.4371037},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Torres-SospedraHF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Torres-SospedraHF07a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
title = {Designing a Multilayer Feedforward Ensemble with the Weighted Conservative
Boosting Algorithm},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {684--689},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371039},
doi = {10.1109/IJCNN.2007.4371039},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Torres-SospedraHF07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Torres-SospedraHF07,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Improving Adaptive Boosting with a Relaxed Equation to Update the
Sampling Distribution},
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 = {119--126},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_15},
doi = {10.1007/978-3-540-73007-1\_15},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Torres-SospedraHF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Torres-SospedraHF06,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Friedhelm Schwenker and
Simone Marinai},
title = {An Experimental Study on Training Radial Basis Functions by Gradient
Descent},
booktitle = {Artificial Neural Networks in Pattern Recognition, Second {IAPR} Workshop,
{ANNPR} 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4087},
pages = {81--92},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11829898\_8},
doi = {10.1007/11829898\_8},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/annpr/Torres-SospedraHF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/annpr/Torres-SospedraHF06a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Friedhelm Schwenker and
Simone Marinai},
title = {Combining {MF} Networks: {A} Comparison Among Statistical Methods
and Stacked Generalization},
booktitle = {Artificial Neural Networks in Pattern Recognition, Second {IAPR} Workshop,
{ANNPR} 2006, Ulm, Germany, August 31-September 2, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4087},
pages = {210--220},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11829898\_19},
doi = {10.1007/11829898\_19},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/annpr/Torres-SospedraHF06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Fernandez-RedondoTH06,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Improving the Expert Networks of a Modular Multi-Net System for Pattern
Recognition},
booktitle = {Artificial Neural Networks - {ICANN} 2006, 16th International Conference,
Athens, Greece, September 10-14, 2006. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4131},
pages = {293--302},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840817\_31},
doi = {10.1007/11840817\_31},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Fernandez-RedondoTH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/Hernandez-EspinosaTF06,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {De{-}Shuang Huang and
Kang Li and
George W. Irwin},
title = {Improving the Combination Module with a Neural Network},
booktitle = {Intelligent Computing, International Conference on Intelligent Computing,
{ICIC} 2006, Kunming, China, August 16-19, 2006. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {4113},
pages = {146--155},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11816157\_15},
doi = {10.1007/11816157\_15},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icic/Hernandez-EspinosaTF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/Fernandez-RedondoTH06,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {De{-}Shuang Huang and
Kang Li and
George W. Irwin},
title = {Gradient Descent and Radial Basis Functions},
booktitle = {Intelligent Computing, International Conference on Intelligent Computing,
{ICIC} 2006, Kunming, China, August 16-19, 2006. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {4113},
pages = {391--396},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11816157\_45},
doi = {10.1007/11816157\_45},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icic/Fernandez-RedondoTH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/Torres-SospedraHF06,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {De{-}Shuang Huang and
Kang Li and
George W. Irwin},
title = {Improving Adaptive Boosting with \emph{k}-Cross-Fold Validation},
booktitle = {Intelligent Computing, International Conference on Intelligent Computing,
{ICIC} 2006, Kunming, China, August 16-19, 2006. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {4113},
pages = {397--402},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11816157\_46},
doi = {10.1007/11816157\_46},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icic/Torres-SospedraHF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/Torres-SospedraHF06a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {De{-}Shuang Huang and
Kang Li and
George W. Irwin},
title = {The Mixture of Neural Networks Adapted to Multilayer Feedforward Architecture},
booktitle = {Intelligent Computing, International Conference on Intelligent Computing,
{ICIC} 2006, Kunming, China, August 16-19, 2006. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {4113},
pages = {488--493},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11816157\_61},
doi = {10.1007/11816157\_61},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icic/Torres-SospedraHF06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Fernandez-RedondoTH06,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Training RBFs Networks: {A} Comparison Among Supervised and Not Supervised
Algorithms},
booktitle = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {477--486},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028\_53},
doi = {10.1007/11893028\_53},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/Fernandez-RedondoTH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Torres-SospedraHF06,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Mixture of Neural Networks: Some Experiments with the Multilayer Feedforward
Architecture},
booktitle = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {616--625},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028\_69},
doi = {10.1007/11893028\_69},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/Torres-SospedraHF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Torres-SospedraHF06a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Irwin King and
Jun Wang and
Laiwan Chan and
DeLiang L. Wang},
title = {Adaptive Boosting: Dividing the Learning Set to Increase the Diversity
and Performance of the Ensemble},
booktitle = {Neural Information Processing, 13th International Conference, {ICONIP}
2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4232},
pages = {688--697},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893028\_77},
doi = {10.1007/11893028\_77},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/Torres-SospedraHF06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-RedondoTH06,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Training Radial Basis Functions by Gradient Descent},
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 = {756--762},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246760},
doi = {10.1109/IJCNN.2006.246760},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-RedondoTH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Torres-SospedraHF06,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
title = {Designing a Multilayer Feedforward Ensembles with Cross Validated
Boosting Algorithm},
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 = {1278--1283},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246839},
doi = {10.1109/IJCNN.2006.246839},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Torres-SospedraHF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Torres-SospedraHF06a,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
title = {Designing a New Multilayer Feedforward Modular Network for Classification
Problems},
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 = {1284--1289},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246840},
doi = {10.1109/IJCNN.2006.246840},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Torres-SospedraHF06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Hernandez-EspinosaTF05,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Joaqu{\'{\i}}n Torres{-}Sospedra and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Combination Methods for Ensembles of RBFs},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {121--126},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_20},
doi = {10.1007/11550907\_20},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/Hernandez-EspinosaTF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Torres-SospedraFH05,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Combination Methods for Ensembles of {MF}},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {133--138},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_22},
doi = {10.1007/11550907\_22},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Torres-SospedraFH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Torres-SospedraHF05,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {New Results on Ensembles of Multilayer Feedforward},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications -
{ICANN} 2005, 15th International Conference, Warsaw, Poland, September
11-15, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3697},
pages = {139--144},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_23},
doi = {10.1007/11550907\_23},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Torres-SospedraHF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Torres-SospedraHF05,
author = {Joaqu{\'{\i}}n Torres{-}Sospedra and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Ensembles of Multilayer Feedforward: Some New Results},
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 = {604--611},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_74},
doi = {10.1007/11494669\_74},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Torres-SospedraHF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Fernandez-RedondoHOT04,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mamen Ortiz{-}G{\'{o}}mez and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Leszek Rutkowski and
J{\"{o}}rg H. Siekmann and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh},
title = {Training Radial Basis Functions by Gradient Descent},
booktitle = {Artificial Intelligence and Soft Computing - {ICAISC} 2004, 7th International
Conference, Zakopane, Poland, June 7-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3070},
pages = {184--189},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24844-6\_23},
doi = {10.1007/978-3-540-24844-6\_23},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Fernandez-RedondoHOT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Hernandez-EspinosaFT04,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Leszek Rutkowski and
J{\"{o}}rg H. Siekmann and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh},
title = {Experiments on Ensembles of Radial Basis Functions},
booktitle = {Artificial Intelligence and Soft Computing - {ICAISC} 2004, 7th International
Conference, Zakopane, Poland, June 7-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3070},
pages = {197--202},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24844-6\_25},
doi = {10.1007/978-3-540-24844-6\_25},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaisc/Hernandez-EspinosaFT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Fernandez-RedondoHOT04,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mamen Ortiz{-}G{\'{o}}mez and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Some Experiments on Training Radial Basis Functions by Gradient Descent},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {428--433},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_65},
doi = {10.1007/978-3-540-30499-9\_65},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/Fernandez-RedondoHOT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Fernandez-RedondoHT04,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Multilayer Feedforward Ensembles for Classification Problems},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {744--749},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_114},
doi = {10.1007/978-3-540-30499-9\_114},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/Fernandez-RedondoHT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/Hernandez-EspinosaFT04,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Ensembles of RBFs Trained by Gradient Descent},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {223--228},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_38},
doi = {10.1007/978-3-540-28647-9\_38},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isnn/Hernandez-EspinosaFT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/Fernandez-RedondoHOT04,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mamen Ortiz{-}G{\'{o}}mez and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Gradient Descent Training of Radial Basis Functions},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {229--234},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_39},
doi = {10.1007/978-3-540-28647-9\_39},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isnn/Fernandez-RedondoHOT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/Fernandez-RedondoHT04,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Classification by Multilayer Feedforward Ensembles},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {852--857},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_140},
doi = {10.1007/978-3-540-28647-9\_140},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isnn/Fernandez-RedondoHT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/Hernandez-EspinosaFT04a,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Fuliang Yin and
Jun Wang and
Chengan Guo},
title = {Some Experiments with Ensembles of Neural Networks for Classification
of Hyperspectral Images},
booktitle = {Advances in Neural Networks - {ISNN} 2004, International Symposium
on Neural Networks, Dalian, China, August 19-21, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3173},
pages = {912--917},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-28647-9\_150},
doi = {10.1007/978-3-540-28647-9\_150},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isnn/Hernandez-EspinosaFT04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/Hernandez-EspinosaFT04,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Mircea Gh. Negoita and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Some Experiments on Ensembles of Neural Networks for Hyperspectral
Image Classification},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 8th
International Conference, {KES} 2004, Wellington, New Zealand, September
20-25, 2004. Proceedings. Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3213},
pages = {677--684},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30132-5\_93},
doi = {10.1007/978-3-540-30132-5\_93},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kes/Hernandez-EspinosaFT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/Hernandez-EspinosaFT04,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Joaqu{\'{\i}}n Torres{-}Sospedra},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {First Experiments on Ensembles of Radial Basis Functions},
booktitle = {Multiple Classifier Systems, 5th International Workshop, {MCS} 2004,
Cagliari, Italy, June 9-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3077},
pages = {253--262},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_25},
doi = {10.1007/978-3-540-25966-4\_25},
timestamp = {Wed, 21 Dec 2022 22:29:51 +0100},
biburl = {https://dblp.org/rec/conf/mcs/Hernandez-EspinosaFT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Hernandez-EspinosaFO03,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Mamen Ortiz{-}G{\'{o}}mez},
title = {A new rule extraction algorithm based on interval arithmetic},
booktitle = {11th European Symposium on Artificial Neural Networks, {ESANN} 2003,
Bruges, Belgium, April 23-25, 2003, Proceedings},
pages = {155--160},
year = {2003},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2003-13.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Hernandez-EspinosaFO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Hernandez-EspinosaFO03a,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Mamen Ortiz{-}G{\'{o}}mez},
title = {Ensemble Methods for Multilayer Feedforward},
booktitle = {11th European Symposium on Artificial Neural Networks, {ESANN} 2003,
Bruges, Belgium, April 23-25, 2003, Proceedings},
pages = {261--266},
year = {2003},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2003-14.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Hernandez-EspinosaFO03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Hernandez-EspinosaRO03,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Mamen Ortiz{-}G{\'{o}}mez},
editor = {Okyay Kaynak and
Ethem Alpaydin and
Erkki Oja and
Lei Xu},
title = {Inversion of a Neural Network via Interval Arithmetic for Rule Extraction},
booktitle = {Artificial Neural Networks and Neural Information Processing - {ICANN/ICONIP}
2003, Joint International Conference {ICANN/ICONIP} 2003, Istanbul,
Turkey, June 26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2714},
pages = {670--677},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44989-2\_80},
doi = {10.1007/3-540-44989-2\_80},
timestamp = {Wed, 18 Dec 2019 17:28:51 +0100},
biburl = {https://dblp.org/rec/conf/icann/Hernandez-EspinosaRO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Ortiz-GomezHF03,
author = {Mamen Ortiz{-}G{\'{o}}mez and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {An Empirical Comparison of Training Algorithms for Radial Basis Functions},
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 {II}},
series = {Lecture Notes in Computer Science},
volume = {2687},
pages = {129--136},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44869-1\_17},
doi = {10.1007/3-540-44869-1\_17},
timestamp = {Wed, 13 Jan 2021 08:40:59 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Ortiz-GomezHF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Hernandez-EspinosaFO03,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Mamen Ortiz{-}G{\'{o}}mez},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Ensemble Methods for Multilayer Feedforward: An Experimental Study},
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 {II}},
series = {Lecture Notes in Computer Science},
volume = {2687},
pages = {137--144},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44869-1\_18},
doi = {10.1007/3-540-44869-1\_18},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Hernandez-EspinosaFO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Hernandez-EspinosaRO03,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Mamen Ortiz{-}G{\'{o}}mez},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Rule Extraction from a Multilayer Feedforward Trained Network via
Interval Arithmetic Inversion},
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 = {622--630},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44868-3\_79},
doi = {10.1007/3-540-44868-3\_79},
timestamp = {Wed, 13 Jan 2021 08:40:59 +0100},
biburl = {https://dblp.org/rec/conf/iwann/Hernandez-EspinosaRO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-RedondoH01,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Coding the outputs of multilayer feedforward},
booktitle = {9th European Symposium on Artificial Neural Networks, {ESANN} 2001,
Bruges, Belgium, April 25-27, 2001, Proceedings},
pages = {113--118},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-5.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-RedondoH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-RedondoH01a,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Weight initialization methods for multilayer feedforward},
booktitle = {9th European Symposium on Artificial Neural Networks, {ESANN} 2001,
Bruges, Belgium, April 25-27, 2001, Proceedings},
pages = {119--124},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-RedondoH01a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-RedondoH00,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Influence of weight-decay training in input selection methods},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {135--140},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-48.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-RedondoH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-RedondoH00,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {On the Combination of Weight-Decay and Input Selection Methods},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 1},
pages = {191--196},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.857835},
doi = {10.1109/IJCNN.2000.857835},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-RedondoH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Hernandez-EspinosaFG00,
author = {Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Pedro G{\'{o}}mez Vilda},
title = {Diagnosis of Vocal and Voice Disorders by the Speech Signal},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 4},
pages = {253--258},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.860781},
doi = {10.1109/IJCNN.2000.860781},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Hernandez-EspinosaFG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-RedondoH00a,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {A Comparison among Weight Initialization Methods for Multilayer Feedforward
Networks},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 4},
pages = {543--548},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.860828},
doi = {10.1109/IJCNN.2000.860828},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-RedondoH00a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-Redondo99,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Neural networks input selection by using the training set},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1189--1194},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831128},
doi = {10.1109/IJCNN.1999.831128},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-Redondo99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-Redondo99a,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {A comparison between two interval arithmetic learning algorithms},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1293--1297},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831148},
doi = {10.1109/IJCNN.1999.831148},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-Redondo99a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-Redondo99b,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Input selection by multilayer feedforward trained networks},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1834--1839},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.832658},
doi = {10.1109/IJCNN.1999.832658},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-Redondo99b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Fernandez-Redondo99c,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {Generalization capability of one and two hidden layers},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1840--1843},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.832659},
doi = {10.1109/IJCNN.1999.832659},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/Fernandez-Redondo99c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Godino-LlorenteAHFV99,
author = {Juan Ignacio Godino{-}Llorente and
Santiago Aguilera{-}Navarro and
Carlos Hern{\'{a}}ndez{-}Espinosa and
Mercedes Fern{\'{a}}ndez{-}Redondo and
Pedro G{\'{o}}mez Vilda},
title = {On the selection of meaningful speech parameters used by a pathologic/non
pathologic voice register classifier},
booktitle = {Sixth European Conference on Speech Communication and Technology,
{EUROSPEECH} 1999, Budapest, Hungary, September 5-9, 1999},
pages = {563--566},
publisher = {{ISCA}},
year = {1999},
url = {https://doi.org/10.21437/Eurospeech.1999-145},
doi = {10.21437/EUROSPEECH.1999-145},
timestamp = {Sat, 01 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/Godino-LlorenteAHFV99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RedondoE99,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {Jos{\'{e}} Mira and
Juan Vincente S{\'{a}}nchez{-}Andr{\'{e}}s},
title = {How to Select the Inputs for a Multilayer Feedforward Network by Using
the Training Set},
booktitle = {Engineering Applications of Bio-Inspired Artificial Neural Networks,
International Work-Conference on Artificial and Natural Neural Networks,
{IWANN} '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume
{II}},
series = {Lecture Notes in Computer Science},
volume = {1607},
pages = {477--486},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0100515},
doi = {10.1007/BFB0100515},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/RedondoE99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/RedondoE99a,
author = {Mercedes Fern{\'{a}}ndez{-}Redondo and
Carlos Hern{\'{a}}ndez{-}Espinosa},
editor = {Jos{\'{e}} Mira and
Juan Vincente S{\'{a}}nchez{-}Andr{\'{e}}s},
title = {Optimal Use of a Trained Neural Network for Input Selection},
booktitle = {Engineering Applications of Bio-Inspired Artificial Neural Networks,
International Work-Conference on Artificial and Natural Neural Networks,
{IWANN} '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume
{II}},
series = {Lecture Notes in Computer Science},
volume = {1607},
pages = {506--515},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/BFb0100518},
doi = {10.1007/BFB0100518},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/RedondoE99a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FernandezH98,
author = {Mercedes Fern{\'{a}}ndez and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {One or two hidden layers perceptrons},
booktitle = {6th European Symposium on Artificial Neural Networks, {ESANN} 1998,
Bruges, Belgium, April 22-24, 1998, Proceedings},
pages = {129--134},
year = {1998},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1998-17-S.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FernandezH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FernandezH98a,
author = {Mercedes Fern{\'{a}}ndez and
Carlos Hern{\'{a}}ndez{-}Espinosa},
title = {On the error function of interval arithmetic backpropagation},
booktitle = {6th European Symposium on Artificial Neural Networks, {ESANN} 1998,
Bruges, Belgium, April 22-24, 1998, Proceedings},
pages = {135--140},
year = {1998},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1998-18-S.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FernandezH98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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