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ORCIDBibTeX records: David A. Elizondo
@article{DBLP:journals/jucs/AlshouhaSERO24,
author = {Bashar Alshouha and
Jes{\'{u}}s Serrano{-}Guerrero and
David A. Elizondo and
Francisco P. Romero and
Jos{\'{e}} Angel Olivas},
title = {What is the Consumer Attitude toward Healthcare Services? {A} Transfer
Learning Approach for Detecting Emotions from Consumer Feedback},
journal = {J. Univers. Comput. Sci.},
volume = {30},
number = {1},
pages = {3--24},
year = {2024},
url = {https://doi.org/10.3897/jucs.104093},
doi = {10.3897/JUCS.104093},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jucs/AlshouhaSERO24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/RiveraMPPCERAPJ23,
author = {Antonio Jes{\'{u}}s Rivera and
J. Cobo Mu{\~{n}}oz and
M. Dolores P{\'{e}}rez{-}Godoy and
B. S{\'{a}}enz de San Pedro and
Francisco Charte and
David A. Elizondo and
C. Rodr{\'{\i}}guez and
M. L. Abolafia and
A. Perea and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
title = {{XAIRE:} An ensemble-based methodology for determining the relative
importance of variables in regression tasks. Application to a hospital
emergency department},
journal = {Artif. Intell. Medicine},
volume = {137},
pages = {102494},
year = {2023},
url = {https://doi.org/10.1016/j.artmed.2023.102494},
doi = {10.1016/J.ARTMED.2023.102494},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/RiveraMPPCERAPJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RiveraDEJC23,
author = {Antonio J. Rivera and
Miguel A. D{\'{a}}vila and
David A. Elizondo and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Charte},
title = {mldr.resampling: Efficient reference implementations of multilabel
resampling algorithms},
journal = {Neurocomputing},
volume = {559},
pages = {126806},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126806},
doi = {10.1016/J.NEUCOM.2023.126806},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/RiveraDEJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GorrizIMAABBBBCCCCCDDDEFFFGGJROG23,
author = {J. M. G{\'{o}}rriz and
I. {\'{A}}lvarez Ill{\'{a}}n and
Agust{\'{\i}}n {\'{A}}lvarez Marquina and
Juan Eloy Arco and
Martin Atzm{\"{u}}ller and
F. Ballarini and
Emilia I. Barakova and
Guido Bologna and
Mar{\'{\i}}a Paula Bonomini and
Germ{\'{a}}n Castellanos{-}Dom{\'{\i}}nguez and
Diego Castillo{-}Barnes and
S. B. Cho and
A. Ricardo Contreras and
J. M. Cuadra and
Enrique Dom{\'{\i}}nguez and
Francisco Dom{\'{\i}}nguez{-}Mateos and
Richard J. Duro and
David A. Elizondo and
Antonio Fern{\'{a}}ndez{-}Caballero and
Eduardo Fern{\'{a}}ndez and
Marco A. Formoso and
Nicol{\'{a}}s Gallego{-}Molina and
Javier Gamazo and
Javier Gonz{\'{a}}lez Jim{\'{e}}nez and
Jacob Rodriguez{-}Rivero and
Carlos Garre del Olmo and
F. Javier Garrig{\'{o}}s and
Andr{\'{e}}s G{\'{o}}mez{-}Rodellar and
Pedro G{\'{o}}mez Vilda and
Manuel Gra{\~{n}}a and
Bernab{\'{e}} Rodr{\'{\i}}guez{-}Tapia and
Sophie C. F. Hendrikse and
Carmen Jimenez{-}Mesa and
Marina Jodra{-}Chuan and
Vicente Juli{\'{a}}n and
G. Gabriela Kotz and
Krzysztof Kutt and
Matthew Leming and
Javier de Lope Asia{\'{\i}}n and
Beatriz del Cisne Macas Ord{\'{o}}nez and
V. Marrero{-}Aguiar and
Jos{\'{e}} Javier Mart{\'{\i}}nez and
Francisco Jes{\'{u}}s Mart{\'{\i}}nez{-}Murcia and
Rafael Mart{\'{\i}}nez{-}Tom{\'{a}}s and
Jir{\'{\i}} Mekyska and
Grzegorz J. Nalepa and
Paulo Novais and
D. Orellana and
Andr{\'{e}}s Ortiz and
Daniel Palacios{-}Alonso and
Jos{\'{e}} T. Palma and
Ant{\'{o}}nio Pereira and
Pedro Pinacho Davidson and
M. A. Pinninghoff and
M. Ponticorvo and
Alexandra Psarrou and
Javier Ram{\'{\i}}rez and
Mariano Rinc{\'{o}}n and
V. Rodellar{-}Biarge and
Ignacio Rodr{\'{\i}}guez{-}Rodr{\'{\i}}guez and
Peter H. M. P. Roelofsma and
Jos{\'{e}} Santos and
Diego Salas{-}Gonzalez and
Pedro Salcedo Lagos and
Ferm{\'{\i}}n Segovia and
Afshin Shoeibi and
M. Silva and
Dragan Simic and
John Suckling and
Jan Treur and
Athanasios Tsanas and
Ramiro Varela and
S. H. Wang and
Wei Wang and
Y. D. Zhang and
H. Zhu and
Z. Zhu and
J. M. Ferr{\'{a}}ndez{-}Vicente},
title = {Computational approaches to Explainable Artificial Intelligence: Advances
in theory, applications and trends},
journal = {Inf. Fusion},
volume = {100},
pages = {101945},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.101945},
doi = {10.1016/J.INFFUS.2023.101945},
timestamp = {Sat, 23 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GorrizIMAABBBBCCCCCDDDEFFFGGJROG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/FuentesFinoRDLEM23,
author = {Ricardo Javier Fuentes{-}Fino and
Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Enrique Dom{\'{\i}}nguez and
Ezequiel L{\'{o}}pez{-}Rubio and
David A. Elizondo and
Miguel A. Molina{-}Cabello},
title = {An uncertainty estimator method based on the application of feature
density to classify mammograms for breast cancer detection},
journal = {Neural Comput. Appl.},
volume = {35},
number = {30},
pages = {22151--22161},
year = {2023},
url = {https://doi.org/10.1007/s00521-023-08904-3},
doi = {10.1007/S00521-023-08904-3},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/FuentesFinoRDLEM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/RamirezOTYEMCSML23,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Luis Oala and
Jordina Torrents{-}Barrena and
Shengxiang Yang and
David A. Elizondo and
Armaghan Moemeni and
Simon Colreavy{-}Donnelly and
Wojciech Samek and
Miguel A. Molina{-}Cabello and
Ezequiel L{\'{o}}pez{-}Rubio},
title = {Dataset Similarity to Assess Semisupervised Learning Under Distribution
Mismatch Between the Labeled and Unlabeled Datasets},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {4},
number = {2},
pages = {282--291},
year = {2023},
url = {https://doi.org/10.1109/TAI.2022.3168804},
doi = {10.1109/TAI.2022.3168804},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/RamirezOTYEMCSML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CabreraBermejoJRECP23,
author = {M. I. Cabrera{-}Bermejo and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Antonio J. Rivera and
David A. Elizondo and
Francisco Charte and
M. Dolores P{\'{e}}rez{-}Godoy},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Analysis of Transformer Model Applications},
booktitle = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
pages = {231--243},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_20},
doi = {10.1007/978-3-031-40725-3\_20},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CabreraBermejoJRECP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17152,
author = {Antonio J. Rivera and
Miguel A. D{\'{a}}vila and
David A. Elizondo and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Francisco Charte},
title = {mldr.resampling: Efficient Reference Implementations of Multilabel
Resampling Algorithms},
journal = {CoRR},
volume = {abs/2305.17152},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17152},
doi = {10.48550/ARXIV.2305.17152},
eprinttype = {arXiv},
eprint = {2305.17152},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09834,
author = {Anthony Kenyon and
David A. Elizondo and
Lipika Deka},
title = {Improved Flow Recovery from Packet Data},
journal = {CoRR},
volume = {abs/2310.09834},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09834},
doi = {10.48550/ARXIV.2310.09834},
eprinttype = {arXiv},
eprint = {2310.09834},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/RamirezYEM22,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
David A. Elizondo and
Armaghan Moemeni},
title = {Dealing with distribution mismatch in semi-supervised deep learning
for {COVID-19} detection using chest X-ray images: {A} novel approach
using feature densities},
journal = {Appl. Soft Comput.},
volume = {123},
pages = {108983},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.108983},
doi = {10.1016/J.ASOC.2022.108983},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/RamirezYEM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/Moreno-BareaFEG22,
author = {Francisco J. Moreno{-}Barea and
Leonardo Franco and
David A. Elizondo and
Martin Grootveld},
title = {Application of data augmentation techniques towards metabolomics},
journal = {Comput. Biol. Medicine},
volume = {148},
pages = {105916},
year = {2022},
url = {https://doi.org/10.1016/j.compbiomed.2022.105916},
doi = {10.1016/J.COMPBIOMED.2022.105916},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/Moreno-BareaFEG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RiveraPEDJ22,
author = {Antonio J. Rivera and
Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
David A. Elizondo and
Lipika Deka and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
title = {Analysis of clustering methods for crop type mapping using satellite
imagery},
journal = {Neurocomputing},
volume = {492},
pages = {91--106},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.04.002},
doi = {10.1016/J.NEUCOM.2022.04.002},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/RiveraPEDJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/RamirezMREYMM22,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Diego Murillo{-}Hernandez and
Kevin Rojas{-}Salazar and
David A. Elizondo and
Shengxiang Yang and
Armaghan Moemeni and
Miguel A. Molina{-}Cabello},
title = {A real use case of semi-supervised learning for mammogram classification
in a local clinic of Costa Rica},
journal = {Medical Biol. Eng. Comput.},
volume = {60},
number = {4},
pages = {1159--1175},
year = {2022},
url = {https://doi.org/10.1007/s11517-021-02497-6},
doi = {10.1007/S11517-021-02497-6},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/RamirezMREYMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/RamirezYE22,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
David A. Elizondo},
title = {Semisupervised Deep Learning for Image Classification With Distribution
Mismatch: {A} Survey},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {3},
number = {6},
pages = {1015--1029},
year = {2022},
url = {https://doi.org/10.1109/TAI.2022.3196326},
doi = {10.1109/TAI.2022.3196326},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tai/RamirezYE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/Moreno-BareaFEG22,
author = {Francisco J. Moreno{-}Barea and
Leonardo Franco and
David A. Elizondo and
Martin Grootveld},
editor = {Derek Groen and
Cl{\'{e}}lia de Mulatier and
Maciej Paszynski and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Data Augmentation Techniques to Improve Metabolomic Analysis in Niemann-Pick
Type {C} Disease},
booktitle = {Computational Science - {ICCS} 2022 - 22nd International Conference,
London, UK, June 21-23, 2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13352},
pages = {78--91},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-08757-8\_8},
doi = {10.1007/978-3-031-08757-8\_8},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/Moreno-BareaFEG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00190,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
David A. Elizondo},
title = {Semi-supervised Deep Learning for Image Classification with Distribution
Mismatch: {A} Survey},
journal = {CoRR},
volume = {abs/2203.00190},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00190},
doi = {10.48550/ARXIV.2203.00190},
eprinttype = {arXiv},
eprint = {2203.00190},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KhanEDM21,
author = {Noel Khan and
David A. Elizondo and
Lipika Deka and
Miguel A. Molina{-}Cabello},
title = {Fuzzy Logic Applied to System Monitors},
journal = {{IEEE} Access},
volume = {9},
pages = {56523--56538},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3072239},
doi = {10.1109/ACCESS.2021.3072239},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KhanEDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RamirezYMCEORJL21,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
Armaghan Moemeni and
Simon Colreavy{-}Donnelly and
David A. Elizondo and
Luis Oala and
Jorge Rodr{\'{\i}}guez{-}Capit{\'{a}}n and
Manuel Jim{\'{e}}nez{-}Navarro and
Ezequiel L{\'{o}}pez{-}Rubio and
Miguel A. Molina{-}Cabello},
title = {Improving Uncertainty Estimation With Semi-Supervised Deep Learning
for {COVID-19} Detection Using Chest X-Ray Images},
journal = {{IEEE} Access},
volume = {9},
pages = {85442--85454},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3085418},
doi = {10.1109/ACCESS.2021.3085418},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/RamirezYMCEORJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Thurnhofer-Hemsi21,
author = {Karl Thurnhofer{-}Hemsi and
Ezequiel L{\'{o}}pez{-}Rubio and
Enrique Dom{\'{\i}}nguez and
David A. Elizondo},
title = {Skin Lesion Classification by Ensembles of Deep Convolutional Networks
and Regularly Spaced Shifting},
journal = {{IEEE} Access},
volume = {9},
pages = {112193--112205},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3103410},
doi = {10.1109/ACCESS.2021.3103410},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Thurnhofer-Hemsi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/RamirezYMECCM21,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
Armaghan Moemeni and
David A. Elizondo and
Simon Colreavy{-}Donnelly and
Luis Fernando Chavarria{-}Estrada and
Miguel A. Molina{-}Cabello},
title = {Correcting data imbalance for semi-supervised {COVID-19} detection
using X-ray chest images},
journal = {Appl. Soft Comput.},
volume = {111},
pages = {107692},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107692},
doi = {10.1016/J.ASOC.2021.107692},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/RamirezYMECCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/Ruiz-AguilarTGU21,
author = {Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Ignacio Turias and
Javier Gonz{\'{a}}lez{-}Enrique and
Daniel Urda and
David A. Elizondo},
title = {A permutation entropy-based {EMD-ANN} forecasting ensemble approach
for wind speed prediction},
journal = {Neural Comput. Appl.},
volume = {33},
number = {7},
pages = {2369--2391},
year = {2021},
url = {https://doi.org/10.1007/s00521-020-05141-w},
doi = {10.1007/S00521-020-05141-W},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/Ruiz-AguilarTGU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RamirezMRCYMELM21,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Diego Murillo{-}Hernandez and
Kevin Rojas{-}Salazar and
Luis{-}Alexander Calvo{-}Valverde and
Shengxiang Yang and
Armaghan Moemeni and
David A. Elizondo and
Ezequiel L{\'{o}}pez{-}Rubio and
Miguel A. Molina{-}Cabello},
title = {Improving Uncertainty Estimations for Mammogram Classification using
Semi-Supervised Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533719},
doi = {10.1109/IJCNN52387.2021.9533719},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RamirezMRCYMELM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Zamora-Cardenas21,
author = {Willard Zamora{-}C{\'{a}}rdenas and
Mauro Mendez and
Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Martin Vargas and
Gerardo Monge and
Steve Quir{\'{o}}s and
David A. Elizondo and
Jordina Torrents{-}Barrena and
Miguel A. Molina{-}Cabello},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Enforcing Morphological Information in Fully Convolutional Networks
to Improve Cell Instance Segmentation in Fluorescence Microscopy Images},
booktitle = {Advances in Computational Intelligence - 16th International Work-Conference
on Artificial Neural Networks, {IWANN} 2021, Virtual Event, June 16-18,
2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12861},
pages = {36--46},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85030-2\_4},
doi = {10.1007/978-3-030-85030-2\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Zamora-Cardenas21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05843,
author = {Willard Zamora{-}C{\'{a}}rdenas and
Mauro Mendez and
Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Martin Vargas and
Gerardo Monge and
Steve Quir{\'{o}}s and
David A. Elizondo and
Miguel A. Molina{-}Cabello},
title = {Enforcing Morphological Information in Fully Convolutional Networks
to Improve Cell Instance Segmentation in Fluorescence Microscopy Images},
journal = {CoRR},
volume = {abs/2106.05843},
year = {2021},
url = {https://arxiv.org/abs/2106.05843},
eprinttype = {arXiv},
eprint = {2106.05843},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11696,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Diego Murillo{-}Hernandez and
Kevin Rojas{-}Salazar and
David A. Elizondo and
Shengxiang Yang and
Miguel A. Molina{-}Cabello},
title = {A Real Use Case of Semi-Supervised Learning for Mammogram Classification
in a Local Clinic of Costa Rica},
journal = {CoRR},
volume = {abs/2107.11696},
year = {2021},
url = {https://arxiv.org/abs/2107.11696},
eprinttype = {arXiv},
eprint = {2107.11696},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-11696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00889,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
David A. Elizondo and
Armaghan Moemeni},
title = {Dealing with Distribution Mismatch in Semi-supervised Deep Learning
for Covid-19 Detection Using Chest X-ray Images: {A} Novel Approach
Using Feature Densities},
journal = {CoRR},
volume = {abs/2109.00889},
year = {2021},
url = {https://arxiv.org/abs/2109.00889},
eprinttype = {arXiv},
eprint = {2109.00889},
timestamp = {Tue, 26 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Molina-CabelloE20,
author = {Miguel A. Molina{-}Cabello and
David A. Elizondo and
Rafael Marcos Luque Baena and
Ezequiel L{\'{o}}pez{-}Rubio},
title = {Aggregation of Convolutional Neural Network Estimations of Homographies
by Color Transformations of the Inputs},
journal = {{IEEE} Access},
volume = {8},
pages = {79552--79560},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2990744},
doi = {10.1109/ACCESS.2020.2990744},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Molina-CabelloE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/KenyonDE20,
author = {Anthony Kenyon and
Lipika Deka and
David A. Elizondo},
title = {Are public intrusion datasets fit for purpose characterising the state
of the art in intrusion event datasets},
journal = {Comput. Secur.},
volume = {99},
pages = {102022},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.102022},
doi = {10.1016/J.COSE.2020.102022},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/KenyonDE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Molina-CabelloE20,
author = {Miguel A. Molina{-}Cabello and
David A. Elizondo and
Rafael M. Luque{-}Baena and
Ezequiel L{\'{o}}pez{-}Rubio},
title = {Foreground detection by ensembles of random polygonal tilings},
journal = {Expert Syst. Appl.},
volume = {161},
pages = {113518},
year = {2020},
url = {https://doi.org/10.1016/j.eswa.2020.113518},
doi = {10.1016/J.ESWA.2020.113518},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Molina-CabelloE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Garcia-VicoCGEC20,
author = {{\'{A}}ngel Miguel Garc{\'{\i}}a{-}Vico and
Francisco Charte and
Pedro Gonz{\'{a}}lez and
David A. Elizondo and
Crist{\'{o}}bal Jos{\'{e}} Carmona},
title = {{E2PAMEA:} {A} fast evolutionary algorithm for extracting fuzzy emerging
patterns in big data environments},
journal = {Neurocomputing},
volume = {415},
pages = {60--73},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.07.007},
doi = {10.1016/J.NEUCOM.2020.07.007},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Garcia-VicoCGEC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RamirezGYMUETM20,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Raghvendra Giri and
Shengxiang Yang and
Armaghan Moemeni and
Mario Uma{\~{n}}a and
David A. Elizondo and
Jordina Torrents{-}Barrena and
Miguel A. Molina{-}Cabello},
title = {Dealing with Scarce Labelled Data: Semi-supervised Deep Learning with
Mix Match for Covid-19 Detection Using Chest X-ray Images},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {5294--5301},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412946},
doi = {10.1109/ICPR48806.2021.9412946},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/RamirezGYMUETM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/RiveraPEDJ20,
author = {Antonio Jes{\'{u}}s Rivera and
Mar{\'{\i}}a Dolores P{\'{e}}rez{-}Godoy and
David A. Elizondo and
Lipika Deka and
Mar{\'{\i}}a Jos{\'{e}} del Jesus},
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Preliminary Study on Crop Classification with Unsupervised Algorithms
for Time Series on Images with Olive Trees and Cereal Crops},
booktitle = {15th International Conference on Soft Computing Models in Industrial
and Environmental Applications, {SOCO} 2020, Burgos, Spain, 16-18
September 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1268},
pages = {276--285},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57802-2\_27},
doi = {10.1007/978-3-030-57802-2\_27},
timestamp = {Mon, 13 Feb 2023 21:54:28 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/RiveraPEDJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08496,
author = {Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Shengxiang Yang and
Armaghan Moemeni and
David A. Elizondo and
Simon Colreavy{-}Donnelly and
Luis Fernando Chavarria{-}Estrada and
Miguel A. Molina{-}Cabello},
title = {Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using
X-ray Chest Images},
journal = {CoRR},
volume = {abs/2008.08496},
year = {2020},
url = {https://arxiv.org/abs/2008.08496},
eprinttype = {arXiv},
eprint = {2008.08496},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconac/WysockiDE19,
author = {Oskar Wysocki and
Lipika Deka and
David A. Elizondo},
editor = {Hui Yu},
title = {Heavy duty vehicle fuel consumption modeling using artificial neural
networks},
booktitle = {25th International Conference on Automation and Computing, {ICAC}
2019, Lancaster, United Kingdom, September 5-7, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/IConAC.2019.8895072},
doi = {10.23919/ICONAC.2019.8895072},
timestamp = {Fri, 24 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconac/WysockiDE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/WysockiDEKC19,
author = {Oskar Wysocki and
Lipika Deka and
David A. Elizondo and
Jacek Kropiwnicki and
Jacek Czyzewicz},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Heavy Duty Vehicle Fuel Consumption Modelling Based on Exploitation
Data by Using Artificial Neural Networks},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {794--805},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_65},
doi = {10.1007/978-3-030-20521-8\_65},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/WysockiDEKC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Molina-CabelloP19,
author = {Miguel A. Molina{-}Cabello and
Benjamin N. Passow and
Enrique Dom{\'{\i}}nguez and
David A. Elizondo and
Jolanta Obszynska},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Infering Air Quality from Traffic Data Using Transferable Neural Network
Models},
booktitle = {Advances in Computational Intelligence - 15th International Work-Conference
on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
June 12-14, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11506},
pages = {832--843},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_68},
doi = {10.1007/978-3-030-20521-8\_68},
timestamp = {Wed, 05 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Molina-CabelloP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ElizondoZC17,
author = {David A. Elizondo and
Shang{-}Ming Zhou and
Charalambos Chrysostomou},
title = {Light source detection for digital images in noisy scenes: a neural
network approach},
journal = {Neural Comput. Appl.},
volume = {28},
number = {5},
pages = {899--909},
year = {2017},
url = {https://doi.org/10.1007/s00521-016-2281-0},
doi = {10.1007/S00521-016-2281-0},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ElizondoZC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KhanEPH17,
author = {Noel Khan and
David A. Elizondo and
Benjamin N. Passow and
Pamela A. Hardaker},
title = {Pose invariance through registration for hierarchical feature based
pattern recognition systems},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2902--2910},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966215},
doi = {10.1109/IJCNN.2017.7966215},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KhanEPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/MagoulesPE16,
author = {Fr{\'{e}}d{\'{e}}ric Magoul{\`{e}}s and
Michel Piliougine and
David A. Elizondo},
title = {Support Vector Regression for Electricity Consumption Prediction in
a Building in Japan},
booktitle = {2016 {IEEE} Intl Conference on Computational Science and Engineering,
{CSE} 2016, and {IEEE} Intl Conference on Embedded and Ubiquitous
Computing, {EUC} 2016, and 15th Intl Symposium on Distributed Computing
and Applications for Business Engineering, {DCABES} 2016, Paris, France,
August 24-26, 2016},
pages = {189--196},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CSE-EUC-DCABES.2016.184},
doi = {10.1109/CSE-EUC-DCABES.2016.184},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cse/MagoulesPE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/Lopez-RubioEGJL15,
author = {Ezequiel L{\'{o}}pez{-}Rubio and
David A. Elizondo and
Martin Grootveld and
Jos{\'{e}} M. Jerez and
Rafael M. Luque{-}Baena},
title = {Computational Intelligence Techniques in Medicine},
journal = {Comput. Math. Methods Medicine},
volume = {2015},
pages = {196976:1--196976:2},
year = {2015},
url = {https://doi.org/10.1155/2015/196976},
doi = {10.1155/2015/196976},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/Lopez-RubioEGJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CarmonaRJWGGE15,
author = {Crist{\'{o}}bal J. Carmona and
Victor Ruiz{-}Rodado and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
A. Weber and
Martin Grootveld and
Pedro Gonz{\'{a}}lez and
David A. Elizondo},
title = {A fuzzy genetic programming-based algorithm for subgroup discovery
and the application to one problem of pathogenesis of acute sore throat
conditions in humans},
journal = {Inf. Sci.},
volume = {298},
pages = {180--197},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.11.030},
doi = {10.1016/J.INS.2014.11.030},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CarmonaRJWGGE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cycon/CompteEW15,
author = {Alexis Le Compte and
David A. Elizondo and
Tim Watson},
editor = {Markus Maybaum and
Anna{-}Maria Osula and
Lauri Lindstr{\"{o}}m},
title = {A renewed approach to serious games for cyber security},
booktitle = {7th International Conference on Cyber Conflict: Architectures in Cyberspace,
CyCon 2015, Tallinn, Estonia, May 26-29, 2015},
pages = {203--216},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CYCON.2015.7158478},
doi = {10.1109/CYCON.2015.7158478},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/cycon/CompteEW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/HardakerPE14,
author = {Pamela A. Hardaker and
Benjamin N. Passow and
David A. Elizondo},
title = {Multiple sensor outputs and computational intelligence towards estimating
state and speed for control of lower limb prostheses},
booktitle = {14th {UK} Workshop on Computational Intelligence, {UKCI} 2014, Bradford,
UK, September 8-10, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/UKCI.2014.6930190},
doi = {10.1109/UKCI.2014.6930190},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ukci/HardakerPE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Luque-BaenaELPW13,
author = {Rafael M. Luque{-}Baena and
David A. Elizondo and
Ezequiel L{\'{o}}pez{-}Rubio and
Esteban J. Palomo and
Tim Watson},
title = {Assessment of geometric features for individual identification and
verification in biometric hand systems},
journal = {Expert Syst. Appl.},
volume = {40},
number = {9},
pages = {3580--3594},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2012.12.065},
doi = {10.1016/J.ESWA.2012.12.065},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Luque-BaenaELPW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/ElizondoMWP13,
author = {David A. Elizondo and
Robert Morris and
Tim Watson and
Benjamin N. Passow},
title = {Constructive Recursive Deterministic Perceptron Neural Networks with
Genetic Algorithms},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {27},
number = {6},
year = {2013},
url = {https://doi.org/10.1142/S0218001413500195},
doi = {10.1142/S0218001413500195},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/ElizondoMWP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuAABBCEFGHHLLMSVWXX13,
author = {Derong Liu and
Charles Anderson and
Ahmad Taher Azar and
Giorgio Battistelli and
Eduardo Bayro{-}Corrochano and
Cristiano Cervellera and
David A. Elizondo and
Maurizio Filippone and
Giorgio Gnecco and
Xiaolin Hu and
Tingwen Huang and
Weifeng Liu and
Wenlian Lu and
Ana Maria Madureira and
Igor Skrjanc and
Thomas Villmann and
Q. M. Jonathan Wu and
Shengli Xie and
Dong Xu},
title = {Editorial {A} Successful Change From {TNN} to {TNNLS} and a Very Successful
Year},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {1},
pages = {1--7},
year = {2013},
url = {https://doi.org/10.1109/TNNLS.2012.2232773},
doi = {10.1109/TNNLS.2012.2232773},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiuAABBCEFGHHLLMSVWXX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/PassowECWG13,
author = {Benjamin N. Passow and
David A. Elizondo and
Francisco Chiclana and
Simon Witheridge and
Eric Goodyer},
title = {Adapting traffic simulation for traffic management: {A} neural network
approach},
booktitle = {16th International {IEEE} Conference on Intelligent Transportation
Systems, {ITSC} 2013, The Hague, The Netherlands, October 6-9, 2013},
pages = {1402--1407},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ITSC.2013.6728427},
doi = {10.1109/ITSC.2013.6728427},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/PassowECWG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ukci/HardakerPE13,
author = {Pamela A. Hardaker and
Benjamin N. Passow and
David A. Elizondo},
title = {State detection from electromyographic signals towards the control
of prosthetic limbs},
booktitle = {13th {UK} Workshop on Computational Intelligence, {UKCI} 2013, Guildford,
United Kingdom, September 9-11, 2013},
pages = {120--127},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/UKCI.2013.6651296},
doi = {10.1109/UKCI.2013.6651296},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ukci/HardakerPE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ElizondoBGRC12,
author = {David A. Elizondo and
Ralph Birkenhead and
Mat{\'{\i}}as G{\'{a}}mez and
Noelia Garc{\'{\i}}a Rubio and
Esteban Alfaro Cort{\'{e}}s},
title = {Linear separability and classification complexity},
journal = {Expert Syst. Appl.},
volume = {39},
number = {9},
pages = {7796--7807},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2012.01.090},
doi = {10.1016/J.ESWA.2012.01.090},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ElizondoBGRC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PalomoNELW12,
author = {Esteban J. Palomo and
John North and
David A. Elizondo and
Rafael Marcos Luque and
Tim Watson},
title = {Application of growing hierarchical {SOM} for visualisation of network
forensics traffic data},
journal = {Neural Networks},
volume = {32},
pages = {275--284},
year = {2012},
url = {https://doi.org/10.1016/j.neunet.2012.02.021},
doi = {10.1016/J.NEUNET.2012.02.021},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/PalomoNELW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eann/Contassot-VivierE12,
author = {Sylvain Contassot{-}Vivier and
David A. Elizondo},
editor = {Chrisina Jayne and
Shigang Yue and
Lazaros S. Iliadis},
title = {A Near Linear Algorithm for Testing Linear Separability in Two Dimensions},
booktitle = {Engineering Applications of Neural Networks, 13th International Conference,
{EANN} 2012, London, UK, September 20-23, 2012. Proceedings},
series = {Communications in Computer and Information Science},
volume = {311},
pages = {114--124},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32909-8\_12},
doi = {10.1007/978-3-642-32909-8\_12},
timestamp = {Fri, 24 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eann/Contassot-VivierE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ElizondoSM12,
author = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Computational Intelligence for Privacy and Security: Introduction},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {1--4},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_1},
doi = {10.1007/978-3-642-25237-2\_1},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/ElizondoSM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BitterNEW12,
author = {Christian Bitter and
John North and
David A. Elizondo and
Tim Watson},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {An Introduction to the Use of Neural Networks for Network Intrusion
Detection},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {5--24},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_2},
doi = {10.1007/978-3-642-25237-2\_2},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/BitterNEW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/AmroESM12,
author = {Sulaiman Al Amro and
David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Evolutionary Computation in Computer Security and Forensics: An Overview},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {25--34},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_3},
doi = {10.1007/978-3-642-25237-2\_3},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/AmroESM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/AmroCE12,
author = {Sulaiman Al Amro and
Francisco Chiclana and
David A. Elizondo},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Application of Fuzzy Logic in Computer Security and Forensics},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {35--49},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_4},
doi = {10.1007/978-3-642-25237-2\_4},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/AmroCE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PalomoEDLW12,
author = {Esteban J. Palomo and
David A. Elizondo and
Enrique Dom{\'{\i}}nguez and
Rafael Marcos Luque and
Tim Watson},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {SOM-Based Techniques towards Hierarchical Visualisation of Network
Forensics Traffic Data},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {75--95},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_6},
doi = {10.1007/978-3-642-25237-2\_6},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/PalomoEDLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/LuqueELP12,
author = {Rafael Marcos Luque and
David A. Elizondo and
Ezequiel L{\'{o}}pez{-}Rubio and
Esteban J. Palomo},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Feature Selection of Hand Biometrical Traits Based on Computational
Intelligence Techniques},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {159--180},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_10},
doi = {10.1007/978-3-642-25237-2\_10},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/LuqueELP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/StahlCEWZ12,
author = {Bernd Carsten Stahl and
Moira Carroll{-}Mayer and
David A. Elizondo and
Kutoma Wakunuma and
Yingqin Zheng},
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Intelligence Techniques in Computer Security and Forensics: At the
Boundaries of Ethics and Law},
booktitle = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
pages = {237--258},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2\_14},
doi = {10.1007/978-3-642-25237-2\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/StahlCEWZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2012-394,
editor = {David A. Elizondo and
Agusti Solanas and
Antoni Mart{\'{\i}}nez{-}Ballest{\'{e}}},
title = {Computational Intelligence for Privacy and Security},
series = {Studies in Computational Intelligence},
volume = {394},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-25237-2},
doi = {10.1007/978-3-642-25237-2},
isbn = {978-3-642-25236-5},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2012-394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ElizondoOB11,
author = {David A. Elizondo and
Juan Miguel Ortiz{-}de{-}Lazcano{-}Lobato and
Ralph Birkenhead},
title = {Choice effect of linear separability testing methods on constructive
neural network algorithms: An empirical study},
journal = {Expert Syst. Appl.},
volume = {38},
number = {3},
pages = {2330--2346},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.08.021},
doi = {10.1016/J.ESWA.2010.08.021},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ElizondoOB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LuqueELP11,
author = {Rafael Marcos Luque and
David A. Elizondo and
Ezequiel L{\'{o}}pez{-}Rubio and
Esteban J. Palomo},
title = {GA-based feature selection approach in biometric hand systems},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {246--253},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033228},
doi = {10.1109/IJCNN.2011.6033228},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LuqueELP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PalomoNELW11,
author = {Esteban J. Palomo and
John North and
David A. Elizondo and
Rafael Marcos Luque and
Tim Watson},
title = {Visualisation of network forensics traffic data with a self-organising
map for qualitative features},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {1740--1747},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033434},
doi = {10.1109/IJCNN.2011.6033434},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PalomoNELW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/BitterEY10,
author = {Christian Bitter and
David A. Elizondo and
Yingjie Yang},
title = {Natural language processing: a prolog perspective},
journal = {Artif. Intell. Rev.},
volume = {33},
number = {1-2},
pages = {151--173},
year = {2010},
url = {https://doi.org/10.1007/s10462-009-9151-4},
doi = {10.1007/S10462-009-9151-4},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/BitterEY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BitterEW10,
author = {Christian Bitter and
David A. Elizondo and
Tim Watson},
title = {Application of artificial neural networks and related techniques to
intrusion detection},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596532},
doi = {10.1109/IJCNN.2010.5596532},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BitterEW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuemerGE10,
author = {Andreas Huemer and
Mario Gongora and
David A. Elizondo},
title = {A robust reinforcement based self constructing neural network},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596762},
doi = {10.1109/IJCNN.2010.5596762},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuemerGE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/StahlECZW10,
author = {Bernd Carsten Stahl and
David A. Elizondo and
Moira Carroll{-}Mayer and
Yingqin Zheng and
Kutoma Wakunuma},
title = {Ethical and legal issues of the use of computational intelligence
techniques in computer security and computer forensics},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596546},
doi = {10.1109/IJCNN.2010.5596546},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/StahlECZW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ElizondoBGGC09,
author = {David A. Elizondo and
Ralph Birkenhead and
Mat{\'{\i}}as G{\'{a}}mez and
Noelia Garc{\'{\i}}a Rubio and
Esteban Alfaro Cort{\'{e}}s},
title = {Estimation of classification complexity},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {764--770},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178730},
doi = {10.1109/IJCNN.2009.5178730},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ElizondoBGGC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/NicolettiBEFJ09,
author = {Maria do Carmo Nicoletti and
Jo{\~{a}}o Roberto Bertini Jr. and
David A. Elizondo and
Leonardo Franco and
Jos{\'{e}} M. Jerez},
editor = {Leonardo Franco and
David A. Elizondo and
Jos{\'{e}} M. Jerez},
title = {Constructive Neural Network Algorithms for Feedforward Architectures
Suitable for Classification Tasks},
booktitle = {Constructive Neural Networks},
series = {Studies in Computational Intelligence},
volume = {258},
pages = {1--23},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04512-7\_1},
doi = {10.1007/978-3-642-04512-7\_1},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/NicolettiBEFJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/ElizondoOB09,
author = {David A. Elizondo and
Juan Miguel Ortiz{-}de{-}Lazcano{-}Lobato and
Ralph Birkenhead},
editor = {Leonardo Franco and
David A. Elizondo and
Jos{\'{e}} M. Jerez},
title = {Analysis and Testing of the \emph{m}-Class {RDP} Neural Network},
booktitle = {Constructive Neural Networks},
series = {Studies in Computational Intelligence},
volume = {258},
pages = {171--192},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04512-7\_9},
doi = {10.1007/978-3-642-04512-7\_9},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/ElizondoOB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/HuemerEG09,
author = {Andreas Huemer and
David A. Elizondo and
Mario Gongora},
editor = {Leonardo Franco and
David A. Elizondo and
Jos{\'{e}} M. Jerez},
title = {A Constructive Neural Network for Evolving a Machine Controller in
Real-Time},
booktitle = {Constructive Neural Networks},
series = {Studies in Computational Intelligence},
volume = {258},
pages = {225--242},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04512-7\_12},
doi = {10.1007/978-3-642-04512-7\_12},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/HuemerEG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2009-258,
editor = {Leonardo Franco and
David A. Elizondo and
Jos{\'{e}} M. Jerez},
title = {Constructive Neural Networks},
series = {Studies in Computational Intelligence},
volume = {258},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04512-7},
doi = {10.1007/978-3-642-04512-7},
isbn = {978-3-642-04511-0},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2009-258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CortesRGE08,
author = {Esteban Alfaro Cort{\'{e}}s and
Noelia Garc{\'{\i}}a Rubio and
Mat{\'{\i}}as G{\'{a}}mez and
David A. Elizondo},
title = {Bankruptcy forecasting: An empirical comparison of AdaBoost and neural
networks},
journal = {Decis. Support Syst.},
volume = {45},
number = {1},
pages = {110--122},
year = {2008},
url = {https://doi.org/10.1016/j.dss.2007.12.002},
doi = {10.1016/J.DSS.2007.12.002},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/CortesRGE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ElizondoOB08,
author = {David A. Elizondo and
Juan Miguel Ortiz{-}de{-}Lazcano{-}Lobato and
Ralph Birkenhead},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {On the Generalization of the m-Class {RDP} Neural Network},
booktitle = {Artificial Neural Networks - {ICANN} 2008, 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5164},
pages = {734--743},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87559-8\_76},
doi = {10.1007/978-3-540-87559-8\_76},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ElizondoOB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HuemerEG08,
author = {Andreas Huemer and
David A. Elizondo and
Mario Gongora},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {A Reward-Value Based Constructive Method for the Autonomous Creation
of Machine Controllers},
booktitle = {Artificial Neural Networks - {ICANN} 2008, 18th International Conference,
Prague, Czech Republic, September 3-6, 2008, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5164},
pages = {773--782},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87559-8\_80},
doi = {10.1007/978-3-540-87559-8\_80},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HuemerEG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ElizondoZC08,
author = {David A. Elizondo and
Shang{-}Ming Zhou and
Charalambos Chrysostomou},
editor = {Vera Kurkov{\'{a}} and
Roman Neruda and
Jan Koutn{\'{\i}}k},
title = {Surface Reconstruction Techniques Using Neural Networks to Recover
Noisy 3D Scenes},
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 = {857--866},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87536-9\_88},
doi = {10.1007/978-3-540-87536-9\_88},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/ElizondoZC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/HuemerGE08,
author = {Andreas Huemer and
Mario Gongora and
David A. Elizondo},
editor = {Joaquim Filipe and
Juan Andrade{-}Cetto and
Jean{-}Louis Ferrier},
title = {Self Constructing Neural Network Robot Controller based on On-line
Task Performance Feedback},
booktitle = {{ICINCO} 2008, Proceedings of the Fifth International Conference on
Informatics in Control, Automation and Robotics, Intelligent Control
Systems and Optimization, Funchal, Madeira, Portugal, May 11-15, 2008},
pages = {326--333},
publisher = {{INSTICC} Press},
year = {2008},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icinco/HuemerGE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HuemerGE08,
author = {Andreas Huemer and
Mario Gongora and
David A. Elizondo},
title = {Evolving a neural network using dyadic connections},
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 = {1019--1025},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633924},
doi = {10.1109/IJCNN.2008.4633924},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HuemerGE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ElizondoBGTL07,
author = {David A. Elizondo and
Ralph Birkenhead and
Mario Gongora and
{\'{E}}ric D. Taillard and
Patrick Luyima},
title = {Analysis and test of efficient methods for building recursive deterministic
perceptron neural networks},
journal = {Neural Networks},
volume = {20},
number = {10},
pages = {1095--1108},
year = {2007},
url = {https://doi.org/10.1016/j.neunet.2007.07.009},
doi = {10.1016/J.NEUNET.2007.07.009},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ElizondoBGTL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/Faundez-ZanuyEFT07,
author = {Marcos Fa{\'{u}}ndez{-}Zanuy and
David A. Elizondo and
Miguel Angel Ferrer{-}Ballester and
Carlos Manuel Travieso{-}Gonz{\'{a}}lez},
title = {Authentication of Individuals using Hand Geometry Biometrics: {A}
Neural Network Approach},
journal = {Neural Process. Lett.},
volume = {26},
number = {3},
pages = {201--216},
year = {2007},
url = {https://doi.org/10.1007/s11063-007-9052-y},
doi = {10.1007/S11063-007-9052-Y},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/Faundez-ZanuyEFT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ElizondoOB07,
author = {David A. Elizondo and
Juan Miguel Ortiz{-}de{-}Lazcano{-}Lobato and
Ralph Birkenhead},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {A Novel and Efficient Method for Testing Non Linear Separability},
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 = {737--746},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_75},
doi = {10.1007/978-3-540-74690-4\_75},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/ElizondoOB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Elizondo06,
author = {David A. Elizondo},
title = {The linear separability problem: some testing methods},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {2},
pages = {330--344},
year = {2006},
url = {https://doi.org/10.1109/TNN.2005.860871},
doi = {10.1109/TNN.2005.860871},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Elizondo06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ElizondoBT06,
author = {David A. Elizondo and
Ralph Birkenhead and
{\'{E}}ric D. Taillard},
title = {The Generalisation of the Recursive Deterministic Perceptron},
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 = {1776--1783},
publisher = {{IEEE}},
year = {2006},
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timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ElizondoBT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icann/ElizondoG05,
author = {David A. Elizondo and
Mario Gongora},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Current Trends on Knowledge Extraction and Neural Networks},
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},
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year = {2005},
url = {https://doi.org/10.1007/11550907\_76},
doi = {10.1007/11550907\_76},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ElizondoG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GongoraWE05,
author = {Mario Gongora and
Tim Watson and
David A. Elizondo},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {A Novel Method for Extracting Knowledge from Neural Networks with
Evolving {SQL} Queries},
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 = {497--502},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550907\_78},
doi = {10.1007/11550907\_78},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GongoraWE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Mohamed Tajine and
David A. Elizondo},
title = {New methods for testing linear separability},
journal = {Neurocomputing},
volume = {47},
number = {1-4},
pages = {161--188},
year = {2002},
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doi = {10.1016/S0925-2312(01)00587-2},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TajineE02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ai/TajineE98,
author = {Mohamed Tajine and
David A. Elizondo},
title = {Growing Methods for Constructing Recursive Deterministic Perceptron
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year = {1998},
url = {https://doi.org/10.1016/S0004-3702(98)00057-5},
doi = {10.1016/S0004-3702(98)00057-5},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/TajineE98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/TajineE98,
author = {Mohamed Tajine and
David A. Elizondo},
title = {The recursive deterministic perceptron neural network},
journal = {Neural Networks},
volume = {11},
number = {9},
pages = {1571--1588},
year = {1998},
url = {https://doi.org/10.1016/S0893-6080(98)00054-9},
doi = {10.1016/S0893-6080(98)00054-9},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/TajineE98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijns/ElizondoF97,
author = {David A. Elizondo and
Emile Fiesler},
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timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/ElizondoF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/esann/TajineEFK97,
author = {Mohamed Tajine and
David A. Elizondo and
Emile Fiesler and
Jerzy Korczak},
editor = {Michel Verleysen},
title = {The class of linear separability method},
booktitle = {5th Eurorean Symposium on Artificial Neural Networks, {ESANN} 1997,
Bruges, Belgium, April 16-18, 1997, Proceedings},
publisher = {D-Facto public},
year = {1997},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1997-28-S.pdf},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TajineEFK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/TajineEFK97,
author = {Mohamed Tajine and
David A. Elizondo and
Emile Fiesler and
Jerzy Korczak},
title = {Adapting the 2-class recursive deterministic perceptron neural network
to m-classes},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {1542--1546},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.614122},
doi = {10.1109/ICNN.1997.614122},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/TajineEFK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ElizondaoFK95,
author = {David A. Elizondo and
Emile Fiesler and
Jerzy Korczak},
title = {Non-ontogenic sparse neural networks},
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publisher = {{IEEE}},
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doi = {10.1109/ICNN.1995.488111},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ElizondaoFK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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