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ORCIDBibTeX records: Héctor Allende
@article{DBLP:journals/cys/UlloaPobleteAVA23,
author = {Gustavo Ulloa{-}Poblete and
H{\'{e}}ctor Allende{-}Cid and
Alejandro Veloz and
H{\'{e}}ctor Allende},
title = {Edges-enhanced Convolutional Neural Network for Multiple Sclerosis
Lesions Segmentation},
journal = {Computaci{\'{o}}n y Sistemas (CyS)},
volume = {27},
number = {1},
year = {2023},
url = {https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/4535},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cys/UlloaPobleteAVA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ValderramaVAIV23,
author = {Alvaro Valderrama and
Carlos Valle and
H{\'{e}}ctor Allende and
Marcelo Ibarra and
Camila V{\'{a}}squez},
title = {Machine learning applications for urban photovoltaic potential estimation:
{A} survey},
journal = {Neurocomputing},
volume = {526},
pages = {80--95},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.006},
doi = {10.1016/J.NEUCOM.2023.01.006},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ValderramaVAIV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/SerpellVA23,
author = {Cristi{\'{a}}n Serpell and
Carlos Valle and
H{\'{e}}ctor Allende},
title = {Multi-step probabilistic forecasting model using deep learning parametrized
distributions},
journal = {Soft Comput.},
volume = {27},
number = {14},
pages = {9479--9500},
year = {2023},
url = {https://doi.org/10.1007/s00500-023-08444-x},
doi = {10.1007/S00500-023-08444-X},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/SerpellVA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcpr2/UlloaVAMA22,
author = {Gustavo Ulloa and
Alejandro Veloz and
H{\'{e}}ctor Allende{-}Cid and
Ra{\'{u}}l Monge and
H{\'{e}}ctor Allende},
editor = {Osslan Osiris Vergara{-}Villegas and
Vianey Guadalupe Cruz S{\'{a}}nchez and
Juan Humberto Sossa Azuela and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jos{\'{e}} Arturo Olvera{-}L{\'{o}}pez},
title = {Efficient Methodology Based on Convolutional Neural Networks with
Augmented Penalization on Hard-to-Classify Boundary Voxels on the
Task of Brain Lesion Segmentation},
booktitle = {Pattern Recognition - 14th Mexican Conference, {MCPR} 2022, Ciudad
Ju{\'{a}}rez, Mexico, June 22-25, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13264},
pages = {338--347},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-07750-0\_31},
doi = {10.1007/978-3-031-07750-0\_31},
timestamp = {Mon, 06 Nov 2023 13:38:03 +0100},
biburl = {https://dblp.org/rec/conf/mcpr2/UlloaVAMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/RodriguezAA21,
author = {Sebasti{\'{a}}n Rodr{\'{\i}}guez and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Jo{\~{a}}o Manuel R. S. Tavares and
Jo{\~{a}}o Paulo Papa and
Manuel Gonz{\'{a}}lez Hidalgo},
title = {Detecting Hate Speech in Cross-Lingual and Multi-lingual Settings
Using Language Agnostic Representations},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 25th Iberoamerican Congress, {CIARP} 2021, Porto,
Portugal, May 10-13, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12702},
pages = {77--87},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93420-0\_8},
doi = {10.1007/978-3-030-93420-0\_8},
timestamp = {Wed, 19 Jan 2022 09:36:06 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/RodriguezAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/HermosillaVALE21,
author = {Rodrigo Hermosilla and
Carlos Valle and
H{\'{e}}ctor Allende and
Erich Lucic and
Pablo Espinoza},
editor = {Jo{\~{a}}o Manuel R. S. Tavares and
Jo{\~{a}}o Paulo Papa and
Manuel Gonz{\'{a}}lez Hidalgo},
title = {Semi-Autogeonous {(SAG)} Mill Overload Forecasting},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 25th Iberoamerican Congress, {CIARP} 2021, Porto,
Portugal, May 10-13, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12702},
pages = {392--401},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93420-0\_37},
doi = {10.1007/978-3-030-93420-0\_37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/HermosillaVALE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ValderramaVIA21,
author = {Alvaro Valderrama and
Carlos Valle and
Marcelo Ibarra and
H{\'{e}}ctor Allende},
editor = {De{-}Shuang Huang and
Kang{-}Hyun Jo and
Jianqiang Li and
Valeriya V. Gribova and
Vitoantonio Bevilacqua},
title = {A Heterogeneous 1D Convolutional Architecture for Urban Photovoltaic
Estimation},
booktitle = {Intelligent Computing Theories and Application - 17th International
Conference, {ICIC} 2021, Shenzhen, China, August 12-15, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12836},
pages = {435--449},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-84522-3\_36},
doi = {10.1007/978-3-030-84522-3\_36},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icic/ValderramaVIA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ArayaVA20,
author = {Ignacio Alejandro Araya Galleguillos and
Carlos Valle and
H{\'{e}}ctor Allende},
title = {A Multi-Scale Model based on the Long Short-Term Memory for day ahead
hourly wind speed forecasting},
journal = {Pattern Recognit. Lett.},
volume = {136},
pages = {333--340},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2019.10.011},
doi = {10.1016/J.PATREC.2019.10.011},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/ArayaVA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/VelozMWHCSRBA20,
author = {Alejandro Veloz and
Claudio Moraga and
Alejandro J. Weinstein and
Luis Hernandez{-}Garcia and
St{\'{e}}ren Chabert and
Rodrigo Salas and
Rodrigo Riveros and
Carlos Bennett and
H{\'{e}}ctor Allende},
title = {Fuzzy General Linear Modeling for Functional Magnetic Resonance Imaging
Analysis},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {28},
number = {1},
pages = {100--111},
year = {2020},
url = {https://doi.org/10.1109/TFUZZ.2019.2936807},
doi = {10.1109/TFUZZ.2019.2936807},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/VelozMWHCSRBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/UlloaVAA20,
author = {Gustavo Ulloa and
Alejandro Veloz and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Aur{\'{e}}lio Campilho and
Fakhri Karray and
Zhou Wang},
title = {Improving Multiple Sclerosis Lesion Boundaries Segmentation by Convolutional
Neural Networks with Focal Learning},
booktitle = {Image Analysis and Recognition - 17th International Conference, {ICIAR}
2020, P{\'{o}}voa de Varzim, Portugal, June 24-26, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12132},
pages = {182--192},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-50516-5\_16},
doi = {10.1007/978-3-030-50516-5\_16},
timestamp = {Fri, 30 Jul 2021 13:45:25 +0200},
biburl = {https://dblp.org/rec/conf/iciar/UlloaVAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcpr2/LopezVAA20,
author = {Erick L{\'{o}}pez and
Carlos Valle and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Karina Mariela Figueroa{-}Mora and
Juan Anzurez Mar{\'{\i}}n and
Jaime Cerd{\'{a}} Jacobo and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jos{\'{e}} Arturo Olvera{-}L{\'{o}}pez},
title = {Comparison of Recurrent Neural Networks for Wind Power Forecasting},
booktitle = {Pattern Recognition - 12th Mexican Conference, {MCPR} 2020, Morelia,
Mexico, June 24-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12088},
pages = {25--34},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49076-8\_3},
doi = {10.1007/978-3-030-49076-8\_3},
timestamp = {Wed, 28 Feb 2024 00:16:32 +0100},
biburl = {https://dblp.org/rec/conf/mcpr2/LopezVAA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ValleNAM19,
author = {Carlos Valle and
Ricardo {\~{N}}anculef and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {LocalBoost: {A} Parallelizable Approach to Boosting Classifiers},
journal = {Neural Process. Lett.},
volume = {50},
number = {1},
pages = {19--41},
year = {2019},
url = {https://doi.org/10.1007/s11063-018-9924-3},
doi = {10.1007/S11063-018-9924-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/ValleNAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/SerpellAVA19,
author = {Cristi{\'{a}}n Serpell and
Ignacio Alejandro Araya Galleguillos and
Carlos Valle and
H{\'{e}}ctor Allende},
editor = {Ingela Nystr{\"{o}}m and
Yanio Hern{\'{a}}ndez Heredia and
Vladimir Mili{\'{a}}n N{\'{u}}{\~{n}}ez},
title = {Probabilistic Forecasting Using Monte Carlo Dropout Neural Networks},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 24th Iberoamerican Congress, {CIARP} 2019, Havana,
Cuba, October 28-31, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11896},
pages = {387--397},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33904-3\_36},
doi = {10.1007/978-3-030-33904-3\_36},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/SerpellAVA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PavezAA18,
author = {Juan Pavez and
H{\'{e}}ctor Allende and
H{\'{e}}ctor Allende{-}Cid},
editor = {Iryna Gurevych and
Yusuke Miyao},
title = {Working Memory Networks: Augmenting Memory Networks with a Relational
Reasoning Module},
booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
1: Long Papers},
pages = {1000--1009},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-1092/},
doi = {10.18653/V1/P18-1092},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PavezAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/ArayaVA18,
author = {Ignacio Alejandro Araya Galleguillos and
Carlos Valle and
H{\'{e}}ctor Allende},
editor = {Rub{\'{e}}n Vera{-}Rodr{\'{\i}}guez and
Julian Fi{\'{e}}rrez and
Aythami Morales},
title = {LSTM-Based Multi-scale Model for Wind Speed Forecasting},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 23rd Iberoamerican Congress, {CIARP} 2018, Madrid,
Spain, November 19-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11401},
pages = {38--45},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13469-3\_5},
doi = {10.1007/978-3-030-13469-3\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/ArayaVA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/CamposVA18,
author = {Sergio Campos and
Alejandro Veloz and
H{\'{e}}ctor Allende},
editor = {Rub{\'{e}}n Vera{-}Rodr{\'{\i}}guez and
Julian Fi{\'{e}}rrez and
Aythami Morales},
title = {An Out of Sample Version of the {EM} Algorithm for Imputing Missing
Values in Classification},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 23rd Iberoamerican Congress, {CIARP} 2018, Madrid,
Spain, November 19-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11401},
pages = {194--202},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13469-3\_23},
doi = {10.1007/978-3-030-13469-3\_23},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/CamposVA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/UlloaNACA18,
author = {Gustavo Ulloa and
Rodrigo Naranjo and
H{\'{e}}ctor Allende{-}Cid and
St{\'{e}}ren Chabert and
H{\'{e}}ctor Allende},
editor = {Rub{\'{e}}n Vera{-}Rodr{\'{\i}}guez and
Julian Fi{\'{e}}rrez and
Aythami Morales},
title = {Circular Non-uniform Sampling Patch Inputs for {CNN} Applied to Multiple
Sclerosis Lesion Segmentation},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 23rd Iberoamerican Congress, {CIARP} 2018, Madrid,
Spain, November 19-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11401},
pages = {673--680},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13469-3\_78},
doi = {10.1007/978-3-030-13469-3\_78},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/UlloaNACA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/SerpellAV18,
author = {Cristi{\'{a}}n Serpell and
H{\'{e}}ctor Allende and
Carlos Valle},
editor = {Rub{\'{e}}n Vera{-}Rodr{\'{\i}}guez and
Julian Fi{\'{e}}rrez and
Aythami Morales},
title = {Regularization for Graph-Based Transfer Learning Text Classification},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 23rd Iberoamerican Congress, {CIARP} 2018, Madrid,
Spain, November 19-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11401},
pages = {849--856},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13469-3\_98},
doi = {10.1007/978-3-030-13469-3\_98},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/SerpellAV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crone/OllinoSA18,
author = {Franco Ollino and
Miguel A. Solis and
H{\'{e}}ctor Allende},
editor = {Crist{\'{o}}bal J. Nettle and
Miguel A. Solis},
title = {Batch Reinforcement Learning on a RoboCup {SSL} Keepaway Strategy
Learning Problem},
booktitle = {Proceedings of the 4th Congress on Robotics and Neuroscience, Valpara{\'{\i}}so,
Chile, November 15-17, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2312},
pages = {11--17},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://doi.org/10.21428/5b03f636},
doi = {10.21428/5B03F636},
timestamp = {Fri, 10 Mar 2023 16:22:27 +0100},
biburl = {https://dblp.org/rec/conf/crone/OllinoSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaipr/ValenzuelaAV18,
author = {Camilo Valenzuela and
H{\'{e}}ctor Allende and
Carlos Valle},
editor = {Yanio Hern{\'{a}}ndez Heredia and
Vladimir Mili{\'{a}}n N{\'{u}}{\~{n}}ez and
Jos{\'{e}} Ruiz{-}Shulcloper},
title = {Multi-horizon Scalable Wind Power Forecast System},
booktitle = {Progress in Artificial Intelligence and Pattern Recognition - 6th
International Workshop, {IWAIPR} 2018, Havana, Cuba, September 24-26,
2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11047},
pages = {317--325},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01132-1\_36},
doi = {10.1007/978-3-030-01132-1\_36},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwaipr/ValenzuelaAV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09354,
author = {Juan Pavez and
H{\'{e}}ctor Allende and
H{\'{e}}ctor Allende{-}Cid},
title = {Working Memory Networks: Augmenting Memory Networks with a Relational
Reasoning Module},
journal = {CoRR},
volume = {abs/1805.09354},
year = {2018},
url = {http://arxiv.org/abs/1805.09354},
eprinttype = {arXiv},
eprint = {1805.09354},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/LopezVAG17,
author = {Erick L{\'{o}}pez and
Carlos Valle and
H{\'{e}}ctor Allende and
Esteban Gil},
editor = {Marcelo Mendoza and
Sergio A. Velastin},
title = {Long Short-Term Memory Networks Based in Echo State Networks for Wind
Speed Forecasting},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 22nd Iberoamerican Congress, {CIARP} 2017, Valpara{\'{\i}}so,
Chile, November 7-10, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10657},
pages = {347--355},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75193-1\_42},
doi = {10.1007/978-3-319-75193-1\_42},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/LopezVAG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/PavezHVBKA17,
author = {Juan Pavez and
Hayk Hakobyan and
Carlos Valle and
William Brooks and
Sergey Kuleshov and
H{\'{e}}ctor Allende},
editor = {Marcelo Mendoza and
Sergio A. Velastin},
title = {Neural Networks for the Reconstruction and Separation of High Energy
Particles in a Preshower Calorimeter},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 22nd Iberoamerican Congress, {CIARP} 2017, Valpara{\'{\i}}so,
Chile, November 7-10, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10657},
pages = {491--498},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75193-1\_59},
doi = {10.1007/978-3-319-75193-1\_59},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/PavezHVBKA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZamoraMA16,
author = {Juan Zamora and
Marcelo Mendoza and
H{\'{e}}ctor Allende},
title = {Hashing-based clustering in high dimensional data},
journal = {Expert Syst. Appl.},
volume = {62},
pages = {202--211},
year = {2016},
url = {https://doi.org/10.1016/j.eswa.2016.06.008},
doi = {10.1016/J.ESWA.2016.06.008},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ZamoraMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Allende-CidSVMA16,
author = {H{\'{e}}ctor Allende{-}Cid and
Rodrigo Salas and
Alejandro Veloz and
Claudio Moraga and
H{\'{e}}ctor Allende},
title = {{SONFIS:} Structure Identification and Modeling with a Self-Organizing
Neuro-Fuzzy Inference System},
journal = {Int. J. Comput. Intell. Syst.},
volume = {9},
number = {3},
pages = {416--432},
year = {2016},
url = {https://doi.org/10.1080/18756891.2016.1175809},
doi = {10.1080/18756891.2016.1175809},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/Allende-CidSVMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/MardonesAM16,
author = {Tom{\'{a}}s Mardones and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {Leveraging similarities and structure for dense representations combination
in image retrieval},
journal = {J. Vis. Commun. Image Represent.},
volume = {38},
pages = {641--657},
year = {2016},
url = {https://doi.org/10.1016/j.jvcir.2016.04.012},
doi = {10.1016/J.JVCIR.2016.04.012},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/MardonesAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mvl/Allende-CidMA16,
author = {H{\'{e}}ctor Allende{-}Cid and
Ra{\'{u}}l Monge and
H{\'{e}}ctor Allende},
title = {Soft Computing Applied to Distributed Regression with Context-Heterogeneity},
journal = {J. Multiple Valued Log. Soft Comput.},
volume = {26},
number = {3-5},
pages = {389--416},
year = {2016},
url = {http://www.oldcitypublishing.com/journals/mvlsc-home/mvlsc-issue-contents/mvlsc-volume-26-number-3-5-2016/mvlsc-26-3-5-p-389-416/},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mvl/Allende-CidMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/VelozSAAM16,
author = {Alejandro Veloz and
Rodrigo Salas and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {Identification of Lags in Nonlinear Autoregressive Time Series Using
a Flexible Fuzzy Model},
journal = {Neural Process. Lett.},
volume = {43},
number = {3},
pages = {641--666},
year = {2016},
url = {https://doi.org/10.1007/s11063-015-9438-1},
doi = {10.1007/S11063-015-9438-1},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/VelozSAAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/Allende-CidAA16,
author = {H{\'{e}}ctor Allende{-}Cid and
Diego Acu{\~{n}}a and
H{\'{e}}ctor Allende},
editor = {C{\'{e}}sar Armando Beltr{\'{a}}n Casta{\~{n}}{\'{o}}n and
Ingela Nystr{\"{o}}m and
Fazel Famili},
title = {Subsampling the Concurrent AdaBoost Algorithm: An Efficient Approach
for Large Datasets},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 21st Iberoamerican Congress, {CIARP} 2016, Lima,
Peru, November 8-11, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10125},
pages = {318--325},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-52277-7\_39},
doi = {10.1007/978-3-319-52277-7\_39},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/Allende-CidAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/LopezVAG16,
author = {Erick L{\'{o}}pez and
Carlos Valle and
H{\'{e}}ctor Allende and
Esteban Gil},
editor = {C{\'{e}}sar Armando Beltr{\'{a}}n Casta{\~{n}}{\'{o}}n and
Ingela Nystr{\"{o}}m and
Fazel Famili},
title = {Efficient Training Over Long Short-Term Memory Networks for Wind Speed
Forecasting},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 21st Iberoamerican Congress, {CIARP} 2016, Lima,
Peru, November 8-11, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10125},
pages = {409--416},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-52277-7\_50},
doi = {10.1007/978-3-319-52277-7\_50},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/LopezVAG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/Allende-CidAMM15,
author = {H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende and
Ra{\'{u}}l Monge and
Claudio Moraga},
title = {Discrete Neighborhood Representations and Modified Stacked Generalization
Methods for Distributed Regression},
journal = {J. Univers. Comput. Sci.},
volume = {21},
number = {6},
pages = {842--855},
year = {2015},
url = {http://www.jucs.org/jucs\_21\_6/discrete\_neighborhood\_representations\_and},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jucs/Allende-CidAMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/CamposPVGRA15,
author = {Sergio Campos and
Luis Pizarro and
Carlos Valle and
Katherine R. Gray and
Daniel Rueckert and
H{\'{e}}ctor Allende},
editor = {Alvaro Pardo and
Josef Kittler},
title = {Evaluating Imputation Techniques for Missing Data in {ADNI:} {A} Patient
Classification Study},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 20th Iberoamerican Congress, {CIARP} 2015, Montevideo,
Uruguay, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9423},
pages = {3--10},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25751-8\_1},
doi = {10.1007/978-3-319-25751-8\_1},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/CamposPVGRA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/MardonesAM15,
author = {Tom{\'{a}}s Mardones and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Alvaro Pardo and
Josef Kittler},
title = {Graph Fusion Using Global Descriptors for Image Retrieval},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 20th Iberoamerican Congress, {CIARP} 2015, Montevideo,
Uruguay, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9423},
pages = {290--297},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25751-8\_35},
doi = {10.1007/978-3-319-25751-8\_35},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/MardonesAM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/UlloaAA15,
author = {Gustavo Ulloa and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Alvaro Pardo and
Josef Kittler},
title = {Image Edge Detection Based on a Spatial Autoregressive Bootstrap Approach},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 20th Iberoamerican Congress, {CIARP} 2015, Montevideo,
Uruguay, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9423},
pages = {408--415},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25751-8\_49},
doi = {10.1007/978-3-319-25751-8\_49},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/UlloaAA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/AcunaAA15,
author = {Diego Acu{\~{n}}a and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Alvaro Pardo and
Josef Kittler},
title = {The Effect of Innovation Assumptions on Asymmetric {GARCH} Models
for Volatility Forecasting},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 20th Iberoamerican Congress, {CIARP} 2015, Montevideo,
Uruguay, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9423},
pages = {527--534},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25751-8\_63},
doi = {10.1007/978-3-319-25751-8\_63},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/AcunaAA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/MardonesAM15,
author = {Tom{\'{a}}s Mardones and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Maria De Marsico and
M{\'{a}}rio A. T. Figueiredo and
Ana L. N. Fred},
title = {Combining Fisher Vectors in Image Retrieval Using Different Sampling
Techniques},
booktitle = {{ICPRAM} 2015 - Proceedings of the International Conference on Pattern
Recognition Applications and Methods, Volume 2, Lisbon, Portugal,
10-12 January, 2015},
pages = {128--135},
publisher = {SciTePress},
year = {2015},
timestamp = {Tue, 15 Sep 2015 17:18:41 +0200},
biburl = {https://dblp.org/rec/conf/icpram/MardonesAM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idc/Allende-CidVMAS15,
author = {H{\'{e}}ctor Allende{-}Cid and
Carlos Valle and
Claudio Moraga and
H{\'{e}}ctor Allende and
Rodrigo Salas},
editor = {Paulo Novais and
David Camacho and
Cesar Analide and
Amal El Fallah Seghrouchni and
Costin Badica},
title = {Improving the Weighted Distribution Estimation for AdaBoost Using
a Novel Concurrent Approach},
booktitle = {Intelligent Distributed Computing {IX} - Proceedings of the 9th International
Symposium on Intelligent Distributed Computing - IDC'2015, Guimar{\~{a}}es,
Portugal, October 2015},
series = {Studies in Computational Intelligence},
volume = {616},
pages = {223--232},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25017-5\_21},
doi = {10.1007/978-3-319-25017-5\_21},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/idc/Allende-CidVMAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/UlloaAA14,
author = {Gustavo Ulloa and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
title = {Robust Sieve bootstrap Prediction Intervals for contaminated Time
Series},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {28},
number = {7},
year = {2014},
url = {https://doi.org/10.1142/S021800141460012X},
doi = {10.1142/S021800141460012X},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/UlloaAA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NanculefFSA14,
author = {Ricardo {\~{N}}anculef and
Emanuele Frandi and
Claudio Sartori and
H{\'{e}}ctor Allende},
title = {A novel Frank-Wolfe algorithm. Analysis and applications to large-scale
{SVM} training},
journal = {Inf. Sci.},
volume = {285},
pages = {66--99},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.03.059},
doi = {10.1016/J.INS.2014.03.059},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/NanculefFSA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jwe/ZamoraMA14,
author = {Juan Zamora and
Marcelo Mendoza and
H{\'{e}}ctor Allende},
title = {Query Intent Detection Based on Query Log Mining},
journal = {J. Web Eng.},
volume = {13},
number = {1{\&}2},
pages = {24--52},
year = {2014},
url = {http://www.rintonpress.com/xjwe13/jwe-13-12/0024-052.pdf},
timestamp = {Wed, 17 Dec 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jwe/ZamoraMA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/LopezAA14,
author = {Erick L{\'{o}}pez and
H{\'{e}}ctor Allende and
H{\'{e}}ctor Allende{-}Cid},
editor = {Eduardo Bayro{-}Corrochano and
Edwin R. Hancock},
title = {A Machine Learning Method for High-Frequency Data Forecasting},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 19th Iberoamerican Congress, {CIARP} 2014, Puerto
Vallarta, Mexico, November 2-5, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8827},
pages = {621--628},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12568-8\_76},
doi = {10.1007/978-3-319-12568-8\_76},
timestamp = {Sun, 02 Jun 2019 21:11:30 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/LopezAA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idc/Allende-CidMAM14,
author = {H{\'{e}}ctor Allende{-}Cid and
Claudio Moraga and
H{\'{e}}ctor Allende and
Ra{\'{u}}l Monge},
editor = {David Camacho and
Lars Braubach and
Salvatore Venticinque and
Costin Badica},
title = {Regression from Distributed Data Sources Using Discrete Neighborhood
Representations and Modified Stalked Generalization Models},
booktitle = {Intelligent Distributed Computing {VIII} - Proceedings of the 8th
International Symposium on Intelligent Distributed Computing, {IDC}
2014, Madrid, Spain, September 3-5, 2014},
series = {Studies in Computational Intelligence},
volume = {570},
pages = {249--258},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10422-5\_27},
doi = {10.1007/978-3-319-10422-5\_27},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/idc/Allende-CidMAM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/UlloaAA13,
author = {Gustavo Ulloa and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Jos{\'{e}} Ruiz{-}Shulcloper and
Gabriella Sanniti di Baja},
title = {Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 18th Iberoamerican Congress, {CIARP} 2013, Havana,
Cuba, November 20-23, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8258},
pages = {84--91},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41822-8\_11},
doi = {10.1007/978-3-642-41822-8\_11},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/UlloaAA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idc/Allende-CidMAM13,
author = {H{\'{e}}ctor Allende{-}Cid and
Claudio Moraga and
H{\'{e}}ctor Allende and
Ra{\'{u}}l Monge},
editor = {Filip Zavoral and
Jason J. Jung and
Costin Badica},
title = {Context-Aware Regression from Distributed Sources},
booktitle = {Intelligent Distributed Computing {VII} - Proceedings of the 7th International
Symposium on Intelligent Distributed Computing, {IDC} 2013, Prague,
Czech Republic, September 2013},
series = {Studies in Computational Intelligence},
volume = {511},
pages = {17--22},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-01571-2\_3},
doi = {10.1007/978-3-319-01571-2\_3},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/idc/Allende-CidMAM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/Allende-CidAMM13,
author = {H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende and
Ra{\'{u}}l Monge and
Claudio Moraga},
title = {Wind Speed Forecast under a Distributed Learning Approach},
booktitle = {32nd International Conference of the Chilean Computer Science Society,
{SCCC} 2013, Temuco, Cautin, Chile, November 11-15, 2013},
pages = {44--48},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/SCCC.2013.24},
doi = {10.1109/SCCC.2013.24},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sccc/Allende-CidAMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/MardonesAM13,
author = {Tom{\'{a}}s Mardones and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {Combining Descriptors Obtained through Different Sampling Techniques
in Image Retrieval},
booktitle = {32nd International Conference of the Chilean Computer Science Society,
{SCCC} 2013, Temuco, Cautin, Chile, November 11-15, 2013},
pages = {81--84},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/SCCC.2013.35},
doi = {10.1109/SCCC.2013.35},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sccc/MardonesAM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1014,
author = {H{\'{e}}ctor Allende and
Emanuele Frandi and
Ricardo {\~{N}}anculef and
Claudio Sartori},
title = {Novel Frank-Wolfe Methods for {SVM} Learning},
journal = {CoRR},
volume = {abs/1304.1014},
year = {2013},
url = {http://arxiv.org/abs/1304.1014},
eprinttype = {arXiv},
eprint = {1304.1014},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/NanculefVAM12,
author = {Ricardo {\~{N}}anculef and
Carlos Valle and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {Training regression ensembles by sequential target correction and
resampling},
journal = {Inf. Sci.},
volume = {195},
pages = {154--174},
year = {2012},
url = {https://doi.org/10.1016/j.ins.2012.01.035},
doi = {10.1016/J.INS.2012.01.035},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/NanculefVAM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/FernandezVSA12,
author = {C{\'{e}}sar Fern{\'{a}}ndez and
Carlos Valle and
Francisco Saravia and
H{\'{e}}ctor Allende},
title = {Behavior analysis of neural network ensemble algorithm on a virtual
machine cluster},
journal = {Neural Comput. Appl.},
volume = {21},
number = {3},
pages = {535--542},
year = {2012},
url = {https://doi.org/10.1007/s00521-011-0544-3},
doi = {10.1007/S00521-011-0544-3},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/FernandezVSA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/OrmenoRVAA12,
author = {Pablo Orme{\~{n}}o and
Felipe Ram{\'{\i}}rez and
Carlos Valle and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {Luis {\'{A}}lvarez and
Marta Mejail and
Lu{\'{\i}}s G{\'{o}}mez D{\'{e}}niz and
Julio C. Jacobo},
title = {Robust Asymmetric Adaboost},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 17th Iberoamerican Congress, {CIARP} 2012, Buenos
Aires, Argentina, September 3-6, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7441},
pages = {519--526},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33275-3\_64},
doi = {10.1007/978-3-642-33275-3\_64},
timestamp = {Thu, 23 Jun 2022 19:56:37 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/OrmenoRVAA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicling/SanzAM12,
author = {Luis Sanz and
H{\'{e}}ctor Allende and
Marcelo Mendoza},
editor = {Alexander F. Gelbukh},
title = {Text Content Reliability Estimation in Web Documents: {A} New Proposal},
booktitle = {Computational Linguistics and Intelligent Text Processing - 13th International
Conference, CICLing 2012, New Delhi, India, March 11-17, 2012, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7182},
pages = {438--449},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28601-8\_37},
doi = {10.1007/978-3-642-28601-8\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cicling/SanzAM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamirezA12,
author = {Felipe Ram{\'{\i}}rez and
H{\'{e}}ctor Allende},
editor = {Alessandro E. P. Villa and
Wlodzislaw Duch and
P{\'{e}}ter {\'{E}}rdi and
Francesco Masulli and
G{\"{u}}nther Palm},
title = {Dual Support Vector Domain Description for Imbalanced Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
International Conference on Artificial Neural Networks, Lausanne,
Switzerland, September 11-14, 2012, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7552},
pages = {710--717},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33269-2\_89},
doi = {10.1007/978-3-642-33269-2\_89},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamirezA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/DominguezZGAS12,
author = {Gabriela Dominguez and
Juan Zamora and
Miguel Guevara and
H{\'{e}}ctor Allende and
Rodrigo Salas},
editor = {Pedro Latorre Carmona and
J. Salvador S{\'{a}}nchez and
Ana L. N. Fred},
title = {Stream Volume Prediction in Twitter with Artificial Neural Networks},
booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on
Pattern Recognition Applications and Methods, Volume 2, Vilamoura,
Algarve, Portugal, 6-8 February, 2012},
pages = {488--493},
publisher = {SciTePress},
year = {2012},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/DominguezZGAS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismvl/VelozSAA12,
author = {Alejandro Veloz and
Rodrigo Salas and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende},
editor = {D. Michael Miller and
Vincent C. Gaudet},
title = {{SIFAR:} Self-Identification of Lags of an Autoregressive TSK-based
Model},
booktitle = {42nd {IEEE} International Symposium on Multiple-Valued Logic, {ISMVL}
2012, Victoria, BC, Canada, May 14-16, 2012},
pages = {226--231},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ISMVL.2012.42},
doi = {10.1109/ISMVL.2012.42},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismvl/VelozSAA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/UlloaA12,
author = {Gustavo Ulloa and
H{\'{e}}ctor Allende},
title = {Sieve Bootstrap Prediction Intervals for Contamined {BIP-ARMA} Processes},
booktitle = {31st International Conference of the Chilean Computer Science Society,
{SCCC} 2012, Valpara{\'{\i}}so, Chile, November 12-16, 2012},
pages = {241--244},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/SCCC.2012.37},
doi = {10.1109/SCCC.2012.37},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sccc/UlloaA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SalasSAM11,
author = {Rodrigo Salas and
Carolina Saavedra and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {Machine fusion to enhance the topology preservation of vector quantization
artificial neural networks},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {7},
pages = {962--972},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2011.01.020},
doi = {10.1016/J.PATREC.2011.01.020},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/SalasSAM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/NanculefLAA11,
author = {Ricardo {\~{N}}anculef and
Erick L{\'{o}}pez and
H{\'{e}}ctor Allende and
H{\'{e}}ctor Allende{-}Cid},
editor = {C{\'{e}}sar San Mart{\'{\i}}n and
Sang{-}Woon Kim},
title = {An Ensemble Method for Incremental Classification in Stationary and
Non-stationary Environments},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 16th Iberoamerican Congress, {CIARP} 2011, Puc{\'{o}}n,
Chile, November 15-18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7042},
pages = {541--548},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25085-9\_64},
doi = {10.1007/978-3-642-25085-9\_64},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/NanculefLAA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/AlfaroA11,
author = {Rodrigo Alfaro and
H{\'{e}}ctor Allende},
editor = {Andrej Dobnikar and
Uros Lotric and
Branko Ster},
title = {Text Representation in Multi-label Classification: Two New Input Representations},
booktitle = {Adaptive and Natural Computing Algorithms - 10th International Conference,
{ICANNGA} 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6594},
pages = {61--70},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20267-4\_7},
doi = {10.1007/978-3-642-20267-4\_7},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icannga/AlfaroA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/NanculefALS11,
author = {Ricardo {\~{N}}anculef and
H{\'{e}}ctor Allende and
Stefano Lodi and
Claudio Sartori},
editor = {Andrej Dobnikar and
Uros Lotric and
Branko Ster},
title = {Two One-Pass Algorithms for Data Stream Classification Using Approximate
MEBs},
booktitle = {Adaptive and Natural Computing Algorithms - 10th International Conference,
{ICANNGA} 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6594},
pages = {363--372},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20267-4\_38},
doi = {10.1007/978-3-642-20267-4\_38},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icannga/NanculefALS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/Reyes-LopezCAS11,
author = {Juan Reyes{-}Lopez and
Sergio Campos and
H{\'{e}}ctor Allende and
Rodrigo Salas},
title = {Zernike's Feature Descriptors for Iris Recognition with {SVM}},
booktitle = {30th International Conference of the Chilean Computer Science Society,
{SCCC} 2011, Curico, Chile, November 9-11, 2011},
pages = {283--288},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/SCCC.2011.36},
doi = {10.1109/SCCC.2011.36},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sccc/Reyes-LopezCAS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ValleSAMF10,
author = {Carlos Valle and
Francisco Saravia and
H{\'{e}}ctor Allende and
Ra{\'{u}}l Monge and
C{\'{e}}sar Fern{\'{a}}ndez},
title = {Parallel Approach for Ensemble Learning with Locally Coupled Neural
Networks},
journal = {Neural Process. Lett.},
volume = {32},
number = {3},
pages = {277--291},
year = {2010},
url = {https://doi.org/10.1007/s11063-010-9157-6},
doi = {10.1007/S11063-010-9157-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/ValleSAMF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/DonosoVA10,
author = {Ramiro Donoso and
Alejandro Veloz and
H{\'{e}}ctor Allende},
editor = {Isabelle Bloch and
Roberto M. Cesar},
title = {Modified Expectation Maximization Algorithm for {MRI} Segmentation},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 15th Iberoamerican Congress on Pattern Recognition,
{CIARP} 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6419},
pages = {63--70},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16687-7\_13},
doi = {10.1007/978-3-642-16687-7\_13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/DonosoVA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/CandelNCA10,
author = {Diego Candel and
Ricardo {\~{N}}anculef and
Carlos Concha and
H{\'{e}}ctor Allende},
editor = {Isabelle Bloch and
Roberto M. Cesar},
title = {A Sequential Minimal Optimization Algorithm for the All-Distances
Support Vector Machine},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications - 15th Iberoamerican Congress on Pattern Recognition,
{CIARP} 2010, Sao Paulo, Brazil, November 8-11, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6419},
pages = {484--491},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16687-7\_64},
doi = {10.1007/978-3-642-16687-7\_64},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/CandelNCA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/RamirezAVA10,
author = {Felipe Ram{\'{\i}}rez and
H{\'{e}}ctor Allende{-}Cid and
Alejandro Veloz and
H{\'{e}}ctor Allende},
editor = {Sergio F. Ochoa and
Federico Meza and
Domingo Mery and
Claudio Cubillos},
title = {Neuro-fuzzy-based Arrhythmia Classification Using Heart Rate Variability
Features},
booktitle = {{SCCC} 2010, Proceedings of the {XXIX} International Conference of
the Chilean Computer Science Society, Antofagasta, Chile, 15-19 November
2010},
pages = {205--211},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SCCC.2010.38},
doi = {10.1109/SCCC.2010.38},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sccc/RamirezAVA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhis/NanculefCACM09,
author = {Ricardo {\~{N}}anculef and
Carlos Concha and
H{\'{e}}ctor Allende and
Diego Candel and
Claudio Moraga},
title = {AD-SVMs: {A} light extension of SVMs for multicategory classification},
journal = {Int. J. Hybrid Intell. Syst.},
volume = {6},
number = {2},
pages = {69--79},
year = {2009},
url = {https://doi.org/10.3233/HIS-2009-0087},
doi = {10.3233/HIS-2009-0087},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijhis/NanculefCACM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/GalbiatiAB09,
author = {Jorge Galbiati and
H{\'{e}}ctor Allende and
Carlos Becerra},
editor = {Eduardo Bayro{-}Corrochano and
Jan{-}Olof Eklundh},
title = {Dynamic Image Segmentation Method Using Hierarchical Clustering},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications, 14th Iberoamerican Conference on Pattern Recognition,
{CIARP} 2009, Guadalajara, Jalisco, Mexico, November 15-18, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5856},
pages = {177--184},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10268-4\_21},
doi = {10.1007/978-3-642-10268-4\_21},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/GalbiatiAB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/Allende-CidMAC09,
author = {H{\'{e}}ctor Allende{-}Cid and
Jorge Mendoza and
H{\'{e}}ctor Allende and
Enrique Canessa},
editor = {Eduardo Bayro{-}Corrochano and
Jan{-}Olof Eklundh},
title = {Semi-supervised Robust Alternating AdaBoost},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications, 14th Iberoamerican Conference on Pattern Recognition,
{CIARP} 2009, Guadalajara, Jalisco, Mexico, November 15-18, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5856},
pages = {579--586},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10268-4\_68},
doi = {10.1007/978-3-642-10268-4\_68},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/Allende-CidMAC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/CamposSAC09,
author = {Sergio Campos and
Rodrigo Salas and
H{\'{e}}ctor Allende and
Carlos Castro},
editor = {Eduardo Bayro{-}Corrochano and
Jan{-}Olof Eklundh},
title = {Multimodal Algorithm for Iris Recognition with Local Topological Descriptors},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
and Applications, 14th Iberoamerican Conference on Pattern Recognition,
{CIARP} 2009, Guadalajara, Jalisco, Mexico, November 15-18, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5856},
pages = {766--773},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10268-4\_90},
doi = {10.1007/978-3-642-10268-4\_90},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/CamposSAC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocast/MoragaA09,
author = {Claudio Moraga and
H{\'{e}}ctor Allende},
editor = {Roberto Moreno{-}D{\'{\i}}az and
Franz Pichler and
Alexis Quesada{-}Arencibia},
title = {Walsh Matrices in the Design of Industrial Experiments},
booktitle = {Computer Aided Systems Theory - {EUROCAST} 2009, 12th International
Conference, Las Palmas de Gran Canaria, Spain, February 15-20, 2009,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5717},
pages = {548--554},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04772-5\_71},
doi = {10.1007/978-3-642-04772-5\_71},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurocast/MoragaA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/SaavedraSAM09,
author = {Carolina Saavedra and
Rodrigo Salas and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Fusion of Topology Preserving Neural Networks},
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 = {517--524},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4\_62},
doi = {10.1007/978-3-642-02319-4\_62},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/hais/SaavedraSAM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/VelozAAMS09,
author = {Alejandro Veloz and
H{\'{e}}ctor Allende{-}Cid and
H{\'{e}}ctor Allende and
Claudio Moraga and
Rodrigo Salas},
editor = {Juan D. Vel{\'{a}}squez and
Sebasti{\'{a}}n A. R{\'{\i}}os and
Robert J. Howlett and
Lakhmi C. Jain},
title = {A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time
Series Forecasting},
booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems,
13th International Conference, {KES} 2009, Santiago, Chile, September
28-30, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5711},
pages = {22--29},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04595-0\_3},
doi = {10.1007/978-3-642-04595-0\_3},
timestamp = {Thu, 02 Jun 2022 16:47:22 +0200},
biburl = {https://dblp.org/rec/conf/kes/VelozAAMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/Allende-CidVSCA08,
author = {H{\'{e}}ctor Allende{-}Cid and
Alejandro Veloz and
Rodrigo Salas and
St{\'{e}}ren Chabert and
H{\'{e}}ctor Allende},
editor = {Jos{\'{e}} Ruiz{-}Shulcloper and
Walter G. Kropatsch},
title = {Self-Organizing Neuro-Fuzzy Inference System},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
13th Iberoamerican Congress on Pattern Recognition, {CIARP} 2008,
Havana, Cuba, September 9-12, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5197},
pages = {429--436},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85920-8\_53},
doi = {10.1007/978-3-540-85920-8\_53},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/Allende-CidVSCA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/his/NanculefCACM08,
author = {Ricardo {\~{N}}anculef and
Carlos Concha and
H{\'{e}}ctor Allende and
Diego Candel and
Claudio Moraga},
editor = {Fatos Xhafa and
Francisco Herrera and
Ajith Abraham and
Mario K{\"{o}}ppen and
Jos{\'{e}} Manuel Ben{\'{\i}}tez},
title = {Multicategory SVMs by Minimizing the Distances among Convex-Hull Prototypes},
booktitle = {8th International Conference on Hybrid Intelligent Systems {(HIS}
2008), September 10-12, 2008, Barcelona, Spain},
pages = {423--428},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/HIS.2008.173},
doi = {10.1109/HIS.2008.173},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/his/NanculefCACM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SalasMAM07,
author = {Rodrigo Salas and
Sebasti{\'{a}}n Moreno and
H{\'{e}}ctor Allende and
Claudio Moraga},
title = {A robust and flexible model of hierarchical self-organizing maps for
non-stationary environments},
journal = {Neurocomputing},
volume = {70},
number = {16-18},
pages = {2744--2757},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2006.04.011},
doi = {10.1016/J.NEUCOM.2006.04.011},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SalasMAM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/AllendeSAN07,
author = {H{\'{e}}ctor Allende{-}Cid and
Rodrigo Salas and
H{\'{e}}ctor Allende and
Ricardo {\~{N}}anculef},
editor = {Luis Rueda and
Domingo Mery and
Josef Kittler},
title = {Robust Alternating AdaBoost},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
12th Iberoamericann Congress on Pattern Recognition, {CIARP} 2007,
Valparaiso, Chile, November 13-16, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4756},
pages = {427--436},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76725-1\_45},
doi = {10.1007/978-3-540-76725-1\_45},
timestamp = {Thu, 09 Mar 2023 16:07:50 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/AllendeSAN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/NanculefVAM07,
author = {Ricardo {\~{N}}anculef and
Carlos Valle and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Luis Rueda and
Domingo Mery and
Josef Kittler},
title = {Bagging with Asymmetric Costs for Misclassified and Correctly Classified
Examples},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
12th Iberoamericann Congress on Pattern Recognition, {CIARP} 2007,
Valparaiso, Chile, November 13-16, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4756},
pages = {694--703},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-76725-1\_72},
doi = {10.1007/978-3-540-76725-1\_72},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/NanculefVAM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/ChaconLAN07,
author = {Max Chac{\'{o}}n and
Marcos A. L{\'{e}}vano and
H{\'{e}}ctor Allende and
Hans Nowak},
editor = {Bartlomiej Beliczynski and
Andrzej Dzielinski and
Marcin Iwanowski and
Bernardete Ribeiro},
title = {Detection of Gene Expressions in Microarrays by Applying Iteratively
Elastic Neural Net},
booktitle = {Adaptive and Natural Computing Algorithms, 8th International Conference,
{ICANNGA} 2007, Warsaw, Poland, April 11-14, 2007, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {4432},
pages = {355--363},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71629-7\_40},
doi = {10.1007/978-3-540-71629-7\_40},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icannga/ChaconLAN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/AllendeBG07,
author = {H{\'{e}}ctor Allende and
Carlos Becerra and
Jorge Galbiati},
editor = {Bartlomiej Beliczynski and
Andrzej Dzielinski and
Marcin Iwanowski and
Bernardete Ribeiro},
title = {A Segmentation Method for Digital Images Based on Cluster Analysis},
booktitle = {Adaptive and Natural Computing Algorithms, 8th International Conference,
{ICANNGA} 2007, Warsaw, Poland, April 11-14, 2007, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {4432},
pages = {554--563},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71629-7\_62},
doi = {10.1007/978-3-540-71629-7\_62},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icannga/AllendeBG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/ValleNAM07,
author = {Carlos Valle and
Ricardo {\~{N}}anculef and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Michael R. Berthold and
John Shawe{-}Taylor and
Nada Lavrac},
title = {Two Bagging Algorithms with Coupled Learners to Encourage Diversity},
booktitle = {Advances in Intelligent Data Analysis VII, 7th International Symposium
on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September
6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4723},
pages = {130--139},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74825-0\_12},
doi = {10.1007/978-3-540-74825-0\_12},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/ValleNAM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TrejoNAM07,
author = {Patricia Trejo and
Ricardo {\~{N}}anculef and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Probabilistic Aggregation of Classifiers for Incremental Learning},
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 = {135--143},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_17},
doi = {10.1007/978-3-540-73007-1\_17},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/iwann/TrejoNAM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SaavedraSMA07,
author = {Carolina Saavedra and
Rodrigo Salas and
Sebasti{\'{a}}n Moreno and
H{\'{e}}ctor Allende},
editor = {Francisco Sandoval Hern{\'{a}}ndez and
Alberto Prieto and
Joan Cabestany and
Manuel Gra{\~{n}}a},
title = {Fusion of Self Organizing Maps},
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 = {227--234},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73007-1\_28},
doi = {10.1007/978-3-540-73007-1\_28},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/SaavedraSMA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/MorenoASS07,
author = {Sebasti{\'{a}}n Moreno and
H{\'{e}}ctor Allende and
Rodrigo Salas and
Carolina Saavedra},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Fusion of Neural Gas},
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 = {558--567},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73053-8\_56},
doi = {10.1007/978-3-540-73053-8\_56},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwinac/MorenoASS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/SaavedraMSA06,
author = {Carolina Saavedra and
Sebasti{\'{a}}n Moreno and
Rodrigo Salas and
H{\'{e}}ctor Allende},
editor = {Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa and
Josef Kittler},
title = {Robustness Analysis of the Neural Gas Learning Algorithm},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
11th Iberoamerican Congress in Pattern Recognition, {CIARP} 2006,
Cancun, Mexico, November 14-17, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4225},
pages = {559--568},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11892755\_58},
doi = {10.1007/11892755\_58},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/SaavedraMSA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NanculefVAM06,
author = {Ricardo {\~{N}}anculef and
Carlos Valle and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Stefanos D. Kollias and
Andreas Stafylopatis and
Wlodzislaw Duch and
Erkki Oja},
title = {Ensemble Learning with Local Diversity},
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 = {264--273},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11840817\_28},
doi = {10.1007/11840817\_28},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/NanculefVAM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/NanculefVAM06,
author = {Ricardo {\~{N}}anculef and
Carlos Valle and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Emilio Corchado and
Hujun Yin and
Vicente J. Botti and
Colin Fyfe},
title = {Local Negative Correlation with Resampling},
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 = {570--577},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875581\_69},
doi = {10.1007/11875581\_69},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/NanculefVAM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/SalasAMS05,
author = {Rodrigo Salas and
H{\'{e}}ctor Allende and
Sebasti{\'{a}}n Moreno and
Carolina Saavedra},
editor = {Alberto Sanfeliu and
Manuel Lazo{-}Cort{\'{e}}s},
title = {Flexible Architecture of Self Organizing Maps for Changing Environments},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
10th Iberoamerican Congress on Pattern Recognition, {CIARP} 2005,
Havana, Cuba, November 15-18, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3773},
pages = {642--653},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11578079\_67},
doi = {10.1007/11578079\_67},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/SalasAMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/AllendeG05,
author = {H{\'{e}}ctor Allende and
Jorge Galbiati},
editor = {Alberto Sanfeliu and
Manuel Lazo{-}Cort{\'{e}}s},
title = {Edge Detection in Contaminated Images, Using Cluster Analysis},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
10th Iberoamerican Congress on Pattern Recognition, {CIARP} 2005,
Havana, Cuba, November 15-18, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3773},
pages = {945--953},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11578079\_97},
doi = {10.1007/11578079\_97},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/AllendeG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/NanculefVAM05,
author = {Ricardo {\~{N}}anculef and
Carlos Valle and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Yue Hao and
Jiming Liu and
Yuping Wang and
Yiu{-}ming Cheung and
Hujun Yin and
Licheng Jiao and
Jianfeng Ma and
Yong{-}Chang Jiao},
title = {Moderated Innovations in Self-poised Ensemble Learning},
booktitle = {Computational Intelligence and Security, International Conference,
{CIS} 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {3801},
pages = {49--56},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11596448\_7},
doi = {10.1007/11596448\_7},
timestamp = {Tue, 23 Feb 2021 17:25:41 +0100},
biburl = {https://dblp.org/rec/conf/cis/NanculefVAM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/NanculefVAM05,
author = {Ricardo {\~{N}}anculef and
Carlos Valle and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {A. Fazel Famili and
Joost N. Kok and
Jos{\'{e}} Mar{\'{\i}}a Pe{\~{n}}a S{\'{a}}nchez and
Arno Siebes and
A. J. Feelders},
title = {Self-poised Ensemble Learning},
booktitle = {Advances in Intelligent Data Analysis VI, 6th International Symposium
on Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September
8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3646},
pages = {272--282},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11552253\_25},
doi = {10.1007/11552253\_25},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/NanculefVAM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MorenoARS05,
author = {Sebasti{\'{a}}n Moreno and
H{\'{e}}ctor Allende and
Cristian Rogel and
Rodrigo Salas},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Robust Growing Hierarchical Self Organizing Map},
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 = {341--348},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_42},
doi = {10.1007/11494669\_42},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/MorenoARS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/SaavedraAMS05,
author = {Carolina Saavedra and
H{\'{e}}ctor Allende and
Sebasti{\'{a}}n Moreno and
Rodrigo Salas},
editor = {Alexander F. Gelbukh and
Alvaro de Albornoz and
Hugo Terashima{-}Mar{\'{\i}}n},
title = {K-Dynamical Self Organizing Maps},
booktitle = {{MICAI} 2005: Advances in Artificial Intelligence, 4th Mexican International
Conference on Artificial Intelligence, Monterrey, Mexico, November
14-18, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3789},
pages = {702--711},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11579427\_71},
doi = {10.1007/11579427\_71},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micai/SaavedraAMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AllendeG04,
author = {H{\'{e}}ctor Allende and
Jorge Galbiati},
title = {A non-parametric filter for digital image restoration, using cluster
analysis},
journal = {Pattern Recognit. Lett.},
volume = {25},
number = {8},
pages = {841--847},
year = {2004},
url = {https://doi.org/10.1016/j.patrec.2004.01.009},
doi = {10.1016/J.PATREC.2004.01.009},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/AllendeG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/AllendeMRS04,
author = {H{\'{e}}ctor Allende and
Sebasti{\'{a}}n Moreno and
Cristian Rogel and
Rodrigo Salas},
editor = {Alberto Sanfeliu and
Jos{\'{e}} Francisco Mart{\'{\i}}nez Trinidad and
Jes{\'{u}}s Ariel Carrasco{-}Ochoa},
title = {Robust Self-organizing Maps},
booktitle = {Progress in Pattern Recognition, Image Analysis and Applications,
9th Iberoamerican Congress on Pattern Recognition, {CIARP} 2004, Puebla,
Mexico, October 26-29, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3287},
pages = {179--186},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30463-0\_22},
doi = {10.1007/978-3-540-30463-0\_22},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciarp/AllendeMRS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/NanculefCMA04,
author = {Ricardo {\~{N}}anculef and
Carlos Concha and
Claudio Moraga and
H{\'{e}}ctor Allende},
editor = {Bernd Reusch},
title = {Multiresolution Fuzzy Rule Systems},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29 - Oct. 01,
2004},
series = {Advances in Soft Computing},
volume = {33},
pages = {65--79},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/3-540-31182-3\_7},
doi = {10.1007/3-540-31182-3\_7},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/NanculefCMA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/AllendeSTM04,
author = {H{\'{e}}ctor Allende and
Rodrigo Salas and
Romina Torres and
Claudio Moraga},
editor = {Bernd Reusch},
title = {Modular Neural Network Applied to Non-Stationary Time Series},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29 - Oct. 01,
2004},
series = {Advances in Soft Computing},
volume = {33},
pages = {585--598},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/3-540-31182-3\_54},
doi = {10.1007/3-540-31182-3\_54},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/AllendeSTM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/AllendeNS04,
author = {H{\'{e}}ctor Allende and
Ricardo {\~{N}}anculef and
Rodrigo Salas},
editor = {Ra{\'{u}}l Monroy and
Gustavo Arroyo{-}Figueroa and
Luis Enrique Sucar and
Juan Humberto Sossa Azuela},
title = {Robust Bootstrapping Neural Networks},
booktitle = {{MICAI} 2004: Advances in Artificial Intelligence, Third Mexican International
Conference on Artificial Intelligence, Mexico City, Mexico, April
26-30, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2972},
pages = {813--822},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24694-7\_84},
doi = {10.1007/978-3-540-24694-7\_84},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micai/AllendeNS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sccc/AllendeMRS04,
author = {H{\'{e}}ctor Allende and
Sebasti{\'{a}}n Moreno and
Cristian Rogel and
Rodrigo Salas},
title = {Robust Neural Gas for the Analysis of Data with Outliers},
booktitle = {{XXIV} International Conference of the Chilean Computer Science Society
{(SCCC} 2004), 11-12 November 2004, Arica, Chile},
pages = {149--155},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/QEST.2004.18},
doi = {10.1109/QEST.2004.18},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sccc/AllendeMRS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/AllendeP03,
author = {H{\'{e}}ctor Allende and
Luis Pizarro},
editor = {Alberto Sanfeliu and
Jos{\'{e}} Ruiz{-}Shulcloper},
title = {Robust Estimation of Roughness Parameter in {SAR} Amplitude Images},
booktitle = {Progress in Pattern Recognition, Speech and Image Analysis, 8th Iberoamerican
Congress on Pattern Recognition, {CIARP} 2003, Havana, Cuba, November
26-29, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2905},
pages = {129--136},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24586-5\_15},
doi = {10.1007/978-3-540-24586-5\_15},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/ciarp/AllendeP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/AllendeTSM03,
author = {H{\'{e}}ctor Allende and
Romina Torres and
Rodrigo Salas and
Claudio Moraga},
editor = {Francisco Jos{\'{e}} Perales L{\'{o}}pez and
Aur{\'{e}}lio C. Campilho and
Nicolas P{\'{e}}rez de la Blanca and
Alberto Sanfeliu},
title = {Robust Learning Algorithm for the Mixture of Experts},
booktitle = {Pattern Recognition and Image Analysis, First Iberian Conference,
IbPRIA 2003, Puerto de Andratx, Mallorca, Spain, June 4-6, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2652},
pages = {19--27},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-44871-6\_3},
doi = {10.1007/978-3-540-44871-6\_3},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/AllendeTSM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/AllendeSM03,
author = {H{\'{e}}ctor Allende and
Rodrigo Salas and
Claudio Moraga},
editor = {Francisco Jos{\'{e}} Perales L{\'{o}}pez and
Aur{\'{e}}lio C. Campilho and
Nicolas P{\'{e}}rez de la Blanca and
Alberto Sanfeliu},
title = {A Robust and Effective Learning Algorithm for Feedforward Neural Networks
Based on the Influence Function},
booktitle = {Pattern Recognition and Image Analysis, First Iberian Conference,
IbPRIA 2003, Puerto de Andratx, Mallorca, Spain, June 4-6, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2652},
pages = {28--36},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-44871-6\_4},
doi = {10.1007/978-3-540-44871-6\_4},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/AllendeSM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TorresSAM03,
author = {Romina Torres and
Rodrigo Salas and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Robust Expectation Maximization Learning Algorithm for Mixture of
Experts},
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 = {238--245},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44868-3\_31},
doi = {10.1007/3-540-44868-3\_31},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/TorresSAM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SalasTAM03,
author = {Rodrigo Salas and
Romina Torres and
H{\'{e}}ctor Allende and
Claudio Moraga},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Robust Estimation of Confidence Interval in Neural Networks Applied
to Time Series},
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 = {441--448},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44869-1\_56},
doi = {10.1007/3-540-44869-1\_56},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SalasTAM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetika/AllendeMS02,
author = {H{\'{e}}ctor Allende and
Claudio Moraga and
Rodrigo Salas},
title = {Artificial neural networks in time series forecasting: a comparative
analysis},
journal = {Kybernetika},
volume = {38},
number = {6},
pages = {685--707},
year = {2002},
url = {http://www.kybernetika.cz/content/2002/6/685},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kybernetika/AllendeMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AllendeMS02,
author = {H{\'{e}}ctor Allende and
Claudio Moraga and
Rodrigo Salas},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Robust Estimator for the Learning Process in Neural Networks Applied
in Time Series},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {1080--1086},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_175},
doi = {10.1007/3-540-46084-5\_175},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AllendeMS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AllendeGV01,
author = {H{\'{e}}ctor Allende and
Jorge Galbiati and
Ronny O. Vallejos},
title = {Robust image modeling on image processing},
journal = {Pattern Recognit. Lett.},
volume = {22},
number = {11},
pages = {1219--1231},
year = {2001},
url = {https://doi.org/10.1016/S0167-8655(01)00054-X},
doi = {10.1016/S0167-8655(01)00054-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/AllendeGV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzy/AllendeMS01,
author = {H{\'{e}}ctor Allende and
Claudio Moraga and
Rodrigo Salas},
editor = {Bernd Reusch},
title = {Neural Model Identification Using Local Robustness Analysis},
booktitle = {Computational Intelligence, Theory and Applications, International
Conference, 7th Fuzzy Days, Dortmund, Germany, October 1-3, 2001,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2206},
pages = {162--173},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45493-4\_21},
doi = {10.1007/3-540-45493-4\_21},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzy/AllendeMS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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