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ORCIDBibTeX records: Daniel Urda
@article{DBLP:journals/frai/LeonUTLB25,
author = {Arantxa M. Ortega Le{\'{o}}n and
Daniel Urda and
Ignacio J. Turias and
Sim{\'{o}}n Pedro Lubi{\'{a}}n{-}L{\'{o}}pez and
Isabel Benavente{-}Fern{\'{a}}ndez},
title = {Machine learning techniques for predicting neurodevelopmental impairments
in premature infants: a systematic review},
journal = {Frontiers Artif. Intell.},
volume = {8},
year = {2025},
url = {https://doi.org/10.3389/frai.2025.1481338},
doi = {10.3389/FRAI.2025.1481338},
timestamp = {Tue, 29 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/frai/LeonUTLB25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isdfs/GonzalezSAM25,
author = {Branly Alberto Mart{\'{\i}}nez Gonz{\'{a}}lez and
Malena P{\'{e}}rez Sevilla and
Jaime Andr{\'{e}}s Rinc{\'{o}}n Arango and
Daniel Urda Mu{\~{n}}oz},
title = {IoT Cyberattack Detection via Fog Computing and Multilayer Perceptron
Neural Networks},
booktitle = {13th International Symposium on Digital Forensics and Security, {ISDFS}
2025, Boston, MA, USA, April 24-25, 2025},
pages = {1--5},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ISDFS65363.2025.11011951},
doi = {10.1109/ISDFS65363.2025.11011951},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isdfs/GonzalezSAM25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cas/HerreroUJTC24,
author = {{\'{A}}lvaro Herrero and
Daniel Urda and
Esteban Jove and
Mariusz Topolski and
Emilio Corchado},
title = {Soft-Computing Techniques to Address Industrial and Environmental
Challenges},
journal = {Cybern. Syst.},
volume = {55},
number = {6},
pages = {1311--1313},
year = {2024},
url = {https://doi.org/10.1080/01969722.2023.2240644},
doi = {10.1080/01969722.2023.2240644},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cas/HerreroUJTC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cas/BasurtoBHU24,
author = {Nu{\~{n}}o Basurto and
Carlos Cambra Baseca and
{\'{A}}lvaro Herrero and
Daniel Urda},
title = {A Clustering Extension of HUEPs for the Analysis of Performance Anomalies
in Robots},
journal = {Cybern. Syst.},
volume = {55},
number = {6},
pages = {1357--1377},
year = {2024},
url = {https://doi.org/10.1080/01969722.2023.2240648},
doi = {10.1080/01969722.2023.2240648},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cas/BasurtoBHU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/MaganCarrionUDD24,
author = {Roberto Mag{\'{a}}n{-}Carri{\'{o}}n and
Daniel Urda and
Ignacio D{\'{\i}}az{-}Cano and
Bernab{\'{e}} Dorronsoro},
title = {Evaluating the Impact of Different Feature as a Counter Data Aggregation
approaches on the Performance of NIDSs and Their Selected Features},
journal = {Log. J. {IGPL}},
volume = {32},
number = {2},
pages = {263--280},
year = {2024},
url = {https://doi.org/10.1093/jigpal/jzae007},
doi = {10.1093/JIGPAL/JZAE007},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/MaganCarrionUDD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/BasurtoGQUCC24,
author = {Nu{\~{n}}o Basurto and
Diego Garc{\'{\i}}a{-}Prieto and
H{\'{e}}ctor Quinti{\'{a}}n and
Daniel Urda and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Emilio Corchado},
title = {Beta-Hebbian Learning to enhance unsupervised exploratory visualizations
of Android malware families},
journal = {Log. J. {IGPL}},
volume = {32},
number = {2},
pages = {306--320},
year = {2024},
url = {https://doi.org/10.1093/jigpal/jzae014},
doi = {10.1093/JIGPAL/JZAE014},
timestamp = {Thu, 01 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/BasurtoGQUCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/VelascoPerezLNBAU24,
author = {Nuria Velasco{-}P{\'{e}}rez and
Samuel Lozano{-}Ju{\'{a}}rez and
Luc{\'{\i}}a N{\'{u}}{\~{n}}ez{-}Calvo and
Nu{\~{n}}o Basurto and
Juan Arnaez and
Daniel Urda},
editor = {H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado and
Alicia Troncoso Lora and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Esteban Jove{-}P{\'{e}}rez and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Pablo Garc{\'{\i}}a Bringas and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
{\'{A}}lvaro Herrero and
Paolo Fosci},
title = {A Computer Vision Approach to Detect Facial Characteristics Related
to Encephalopathy in Term Infants},
booktitle = {Hybrid Artificial Intelligent Systems - 19th International Conference,
{HAIS} 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14857},
pages = {98--109},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-74183-8\_9},
doi = {10.1007/978-3-031-74183-8\_9},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/VelascoPerezLNBAU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/NunezCalvoVLHAU24,
author = {Luc{\'{\i}}a N{\'{u}}{\~{n}}ez{-}Calvo and
Nuria Velasco{-}P{\'{e}}rez and
Samuel Lozano{-}Ju{\'{a}}rez and
{\'{A}}lvaro Herrero and
Juan Arnaez and
Daniel Urda},
editor = {H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado and
Alicia Troncoso Lora and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Esteban Jove{-}P{\'{e}}rez and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Pablo Garc{\'{\i}}a Bringas and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
{\'{A}}lvaro Herrero and
Paolo Fosci},
title = {Neonates Crying Detection Through Feature Extraction and Machine Learning
Methods},
booktitle = {Hybrid Artificial Intelligent Systems - 19th International Conference,
{HAIS} 2024, Salamanca, Spain, October 9-11, 2024, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14857},
pages = {275--285},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-74183-8\_23},
doi = {10.1007/978-3-031-74183-8\_23},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/NunezCalvoVLHAU24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/MiguelC0BU024,
author = {F{\'{e}}lix De Miguel and
David Caubilla and
Carlos Cambra and
Nu{\~{n}}o Basurto and
Daniel Urda and
{\'{A}}lvaro Herrero},
editor = {H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado and
Alicia Troncoso Lora and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Esteban Jove and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Pablo Garc{\'{\i}}a Bringas and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
{\'{A}}lvaro Herrero Cos{\'{\i}}o and
Paolo Fosci},
title = {Human Detection in Images Captured by UAVs in Natural Environments},
booktitle = {The 19th International Conference on Soft Computing Models in Industrial
and Environmental Applications {SOCO} 2024 - Salamanca, Spain, October
9-11, 2024 Proceedings, Volume 1},
series = {Lecture Notes in Networks and Systems},
volume = {888},
pages = {3--12},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-75013-7\_1},
doi = {10.1007/978-3-031-75013-7\_1},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/MiguelC0BU024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-16791,
author = {Daniel Urda and
Branly Mart{\'{\i}}nez and
Nu{\~{n}}o Basurto and
Meelis Kull and
{\'{A}}ngel Arroyo and
{\'{A}}lvaro Herrero},
title = {Enhancing web traffic attacks identification through ensemble methods
and feature selection},
journal = {CoRR},
volume = {abs/2412.16791},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.16791},
doi = {10.48550/ARXIV.2412.16791},
eprinttype = {arXiv},
eprint = {2412.16791},
timestamp = {Thu, 23 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-16791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/UrdaRTBT23,
author = {Daniel Urda and
Patricia Ruiz and
El{-}Ghazali Talbi and
Pascal Bouvry and
Jamal Toutouh},
title = {Editorial of the Special Issue Intelligent Solutions for Efficient
Logistics and Sustainable Transportation},
journal = {Appl. Soft Comput.},
volume = {133},
pages = {109961},
year = {2023},
url = {https://doi.org/10.1016/j.asoc.2022.109961},
doi = {10.1016/J.ASOC.2022.109961},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/UrdaRTBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/LopezGURT23,
author = {Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Javier Gonz{\'{a}}lez{-}Enrique and
Daniel Urda and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Ignacio J. Turias},
title = {Hourly pollutants forecasting using a deep learning approach to obtain
the {AQI}},
journal = {Log. J. {IGPL}},
volume = {31},
number = {4},
pages = {722--738},
year = {2023},
url = {https://doi.org/10.1093/jigpal/jzac035},
doi = {10.1093/JIGPAL/JZAC035},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/LopezGURT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/SevertCRBU023,
author = {Marcos Severt and
Roberto Casado{-}Vara and
{\'{A}}ngel Mart{\'{\i}}n del Rey and
Nu{\~{n}}o Basurto and
Daniel Urda and
{\'{A}}lvaro Herrero},
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 = {Benchmarking Classifiers for DDoS Attack Detection in Industrial IoT
Networks},
booktitle = {International Joint Conference 16th International Conference on Computational
Intelligence in Security for Information Systems {(CISIS} 2023) 14th
International Conference on EUropean Transnational Education {(ICEUTE}
2023) - Proceedings, Salamanca, Spain, 5-7 September, 2023},
series = {Lecture Notes in Networks and Systems},
volume = {748},
pages = {167--176},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42519-6\_16},
doi = {10.1007/978-3-031-42519-6\_16},
timestamp = {Thu, 14 Sep 2023 15:23:28 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/SevertCRBU023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/LozanoJuarezVRBBUH23,
author = {Samuel Lozano{-}Ju{\'{a}}rez and
Nuria Velasco{-}P{\'{e}}rez and
Ian Roberts and
Jer{\'{o}}nimo Bernal and
Nu{\~{n}}o Basurto and
Daniel Urda and
{\'{A}}lvaro Herrero},
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 = {Convolutional Neural Networks for Diabetic Retinopathy Grading from
iPhone Fundus Images},
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 = {685--697},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_58},
doi = {10.1007/978-3-031-40725-3\_58},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/LozanoJuarezVRBBUH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/LeonKRUT23,
author = {Arantxa M. Ortega Le{\'{o}}n and
Roa'a Khaled and
Mar{\'{\i}}a Inmaculada Rodr{\'{\i}}guez{-}Garc{\'{\i}}a and
Daniel Urda and
Ignacio J. Turias},
editor = {Ignacio Rojas and
Olga Valenzuela and
Fernando Rojas Ruiz and
Luis Javier Herrera and
Francisco M. Ortu{\~{n}}o},
title = {A Machine Learning Approach to Predict {MRI} Brain Abnormalities in
Preterm Infants Using Clinical Data},
booktitle = {Bioinformatics and Biomedical Engineering - 10th International Work-Conference,
{IWBBIO} 2023, Meloneras, Gran Canaria, Spain, July 12-14, 2023 Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13919},
pages = {419--430},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34953-9\_33},
doi = {10.1007/978-3-031-34953-9\_33},
timestamp = {Tue, 26 Dec 2023 17:13:20 +0100},
biburl = {https://dblp.org/rec/conf/iwbbio/LeonKRUT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/ArroyoGU0023,
author = {{\'{A}}ngel Arroyo and
Beatriz Gil{-}Arroyo and
Daniel Urda and
Carlos Cambra and
{\'{A}}lvaro Herrero},
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 = {Missing Values Imputation for Visualizing the Air Quality Evolution
During the {COVID-19} Pandemic in Madrid},
booktitle = {18th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2023) - Salamanca, Spain, September
5-7, 2023, Proceedings, Volume 1},
series = {Lecture Notes in Networks and Systems},
volume = {749},
pages = {196--205},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42529-5\_19},
doi = {10.1007/978-3-031-42529-5\_19},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/ArroyoGU0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Velasco-PerezLG23,
author = {Nuria Velasco{-}P{\'{e}}rez and
Samuel Lozano{-}Ju{\'{a}}rez and
Beatriz Gil{-}Arroyo and
Juan Marcos Sanz and
Nu{\~{n}}o Basurto and
Daniel Urda and
{\'{A}}lvaro Herrero},
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 = {Defect Detection in Batavia Woven Fabrics by Means of Convolutional
Neural Networks},
booktitle = {18th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2023) - Salamanca, Spain, September
5-7, 2023, Proceedings, Volume 2},
series = {Lecture Notes in Networks and Systems},
volume = {750},
pages = {205--215},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42536-3\_20},
doi = {10.1007/978-3-031-42536-3\_20},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Velasco-PerezLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/HerreroUSQC22,
author = {{\'{A}}lvaro Herrero and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Computational intelligence applied to cybersecurity},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {39},
number = {9},
year = {2022},
url = {https://doi.org/10.1111/exsy.13120},
doi = {10.1111/EXSY.13120},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/es/HerreroUSQC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/QuintianJCUACHC22,
author = {H{\'{e}}ctor Quinti{\'{a}}n and
Esteban Jove and
Jos{\'{e}} Lu{\'{\i}}s Casteleiro{-}Roca and
Daniel Urda and
{\'{A}}ngel Arroyo and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
{\'{A}}lvaro Herrero and
Emilio Corchado},
title = {Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian
Learning},
journal = {Log. J. {IGPL}},
volume = {30},
number = {6},
pages = {1056--1073},
year = {2022},
url = {https://doi.org/10.1093/jigpal/jzac013},
doi = {10.1093/JIGPAL/JZAC013},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/QuintianJCUACHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SedanoUCQC22,
author = {Javier Sedano and
Daniel Urda and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Special issue {SOCO} 2020: New trends in soft computing and its application
in industrial and environmental problems},
journal = {Neurocomputing},
volume = {504},
pages = {187--188},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.06.078},
doi = {10.1016/J.NEUCOM.2022.06.078},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SedanoUCQC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/Magan-CarrionUD22,
author = {Roberto Mag{\'{a}}n{-}Carri{\'{o}}n and
Daniel Urda and
Ignacio D{\'{\i}}az{-}Cano and
Bernab{\'{e}} Dorronsoro},
title = {Improving the Reliability of Network Intrusion Detection Systems Through
Dataset Integration},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {10},
number = {4},
pages = {1717--1732},
year = {2022},
url = {https://doi.org/10.1109/TETC.2022.3178283},
doi = {10.1109/TETC.2022.3178283},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tetc/Magan-CarrionUD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/BasurtoMUQC022,
author = {Nu{\~{n}}o Basurto and
{\'{A}}lvaro Michelena and
Daniel Urda and
H{\'{e}}ctor Quinti{\'{a}}n and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
{\'{A}}lvaro Herrero},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Dimensionality-Reduction Methods for the Analysis of Web Traffic},
booktitle = {International Joint Conference 15th International Conference on Computational
Intelligence in Security for Information Systems {(CISIS} 2022) 13th
International Conference on EUropean Transnational Education {(ICEUTE}
2022) - Proceedings, Salamanca, Spain, 5-7 September},
series = {Lecture Notes in Networks and Systems},
volume = {532},
pages = {62--72},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18409-3\_7},
doi = {10.1007/978-3-031-18409-3\_7},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cisis-spain/BasurtoMUQC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/UrdaBK022,
author = {Daniel Urda and
Nu{\~{n}}o Basurto and
Meelis Kull and
{\'{A}}lvaro Herrero},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Evaluating Classifiers' Performance to Detect Attacks in Website Traffic},
booktitle = {International Joint Conference 15th International Conference on Computational
Intelligence in Security for Information Systems {(CISIS} 2022) 13th
International Conference on EUropean Transnational Education {(ICEUTE}
2022) - Proceedings, Salamanca, Spain, 5-7 September},
series = {Lecture Notes in Networks and Systems},
volume = {532},
pages = {205--215},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18409-3\_20},
doi = {10.1007/978-3-031-18409-3\_20},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cisis-spain/UrdaBK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/AlcaldeUAGM022,
author = {Roberto Alcalde and
Daniel Urda and
Carlos Alonso de Armi{\~{n}}o and
Santiago Garc{\'{\i}}a and
Manuel Manzanedo and
{\'{A}}lvaro Herrero},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Non-linear Neural Models to Predict {HRC} Steel Price in Spain},
booktitle = {17th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2022) - Salamanca, Spain, September
5-7, 2022, Proceedings},
series = {Lecture Notes in Networks and Systems},
volume = {531},
pages = {186--194},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18050-7\_18},
doi = {10.1007/978-3-031-18050-7\_18},
timestamp = {Thu, 20 Oct 2022 12:08:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/AlcaldeUAGM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/0001GPAUT22,
author = {Dami{\'{a}}n Nimo and
Javier Gonz{\'{a}}lez{-}Enrique and
David Perez and
Juan Almagro and
Daniel Urda and
Ignacio J. Turias},
editor = {Pablo Garc{\'{\i}}a Bringas and
Hilde P{\'{e}}rez Garc{\'{\i}}a and
Francisco Javier Mart{\'{\i}}nez de Pis{\'{o}}n and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
Alicia Troncoso Lora and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Giuseppe Psaila and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {A Virtual Sensor Approach to Estimate the Stainless Steel Final Chemical
Characterisation},
booktitle = {17th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2022) - Salamanca, Spain, September
5-7, 2022, Proceedings},
series = {Lecture Notes in Networks and Systems},
volume = {531},
pages = {350--360},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18050-7\_34},
doi = {10.1007/978-3-031-18050-7\_34},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/0001GPAUT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/ChorasDGHKRUW21,
author = {Michal Choras and
Konstantinos P. Demestichas and
Agata Gielczyk and
{\'{A}}lvaro Herrero and
Pawel Ksieniewicz and
Konstantina Remoundou and
Daniel Urda and
Michal Wozniak},
title = {Advanced Machine Learning techniques for fake news (online disinformation)
detection: {A} systematic mapping study},
journal = {Appl. Soft Comput.},
volume = {101},
pages = {107050},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2020.107050},
doi = {10.1016/J.ASOC.2020.107050},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/ChorasDGHKRUW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LopezURGT21,
author = {Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Daniel Urda and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio J. Turias},
title = {A machine learning-based forecasting system of perishable cargo flow
in maritime transport},
journal = {Neurocomputing},
volume = {452},
pages = {487--497},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2019.10.121},
doi = {10.1016/J.NEUCOM.2019.10.121},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LopezURGT21.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}
}
@article{DBLP:journals/nca/UrdaVGRJT21,
author = {Daniel Urda and
Francisco J. Veredas and
Javier Gonz{\'{a}}lez{-}Enrique and
Juan J. Ruiz{-}Aguilar and
Jos{\'{e}} M. Jerez and
Ignacio J. Turias},
title = {Deep neural networks architecture driven by problem-specific information},
journal = {Neural Comput. Appl.},
volume = {33},
number = {15},
pages = {9403--9423},
year = {2021},
url = {https://doi.org/10.1007/s00521-021-05702-7},
doi = {10.1007/S00521-021-05702-7},
timestamp = {Wed, 02 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/UrdaVGRJT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/Gonzalez-Enrique21,
author = {Javier Gonz{\'{a}}lez{-}Enrique and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Daniel Urda and
Lipika Deka and
Ignacio J. Turias},
title = {Artificial Neural Networks, Sequence-to-Sequence LSTMs, and Exogenous
Variables as Analytical Tools for {NO2} (Air Pollution) Forecasting:
{A} Case Study in the Bay of Algeciras (Spain)},
journal = {Sensors},
volume = {21},
number = {5},
pages = {1770},
year = {2021},
url = {https://doi.org/10.3390/s21051770},
doi = {10.3390/S21051770},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/Gonzalez-Enrique21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/Magan-CarrionUD21,
author = {Roberto Mag{\'{a}}n{-}Carri{\'{o}}n and
Daniel Urda and
Ignacio D{\'{\i}}az{-}Cano and
Bernab{\'{e}} Dorronsoro},
editor = {Juan Jos{\'{e}} Gude Prego and
Jos{\'{e}} Gaviria de la Puerta and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Assessing the Impact of Batch-Based Data Aggregation Techniques for
Feature Engineering on Machine Learning-Based Network IDSs},
booktitle = {14th International Conference on Computational Intelligence in Security
for Information Systems and 12th International Conference on European
Transnational Educational {(CISIS} 2021 and {ICEUTE} 2021), Bilbao,
Spain, 22-24 September, 2021},
series = {Advances in Intelligent Systems and Computing},
volume = {1400},
pages = {116--125},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87872-6\_12},
doi = {10.1007/978-3-030-87872-6\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/Magan-CarrionUD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/BasurtoQUCHC21,
author = {Nu{\~{n}}o Basurto and
H{\'{e}}ctor Quinti{\'{a}}n and
Daniel Urda and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
{\'{A}}lvaro Herrero and
Emilio Corchado},
editor = {Juan Jos{\'{e}} Gude Prego and
Jos{\'{e}} Gaviria de la Puerta and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Advanced 3D Visualization of Android Malware Families},
booktitle = {14th International Conference on Computational Intelligence in Security
for Information Systems and 12th International Conference on European
Transnational Educational {(CISIS} 2021 and {ICEUTE} 2021), Bilbao,
Spain, 22-24 September, 2021},
series = {Advances in Intelligent Systems and Computing},
volume = {1400},
pages = {167--177},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87872-6\_17},
doi = {10.1007/978-3-030-87872-6\_17},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/BasurtoQUCHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cisis-spain/2020,
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {13th International Conference on Computational Intelligence in Security
for Information Systems, {CISIS} 2020, Burgos, Spain, September 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1267},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-57805-3},
doi = {10.1007/978-3-030-57805-3},
isbn = {978-3-030-57804-6},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cisis-spain/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iceute/2020,
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {The 11th International Conference on EUropean Transnational Educational,
{ICEUTE} 2020, Burgos, Spain, September 16-18, 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1266},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-57799-5},
doi = {10.1007/978-3-030-57799-5},
isbn = {978-3-030-57798-8},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceute/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/softcomp/2020,
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {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},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-57802-2},
doi = {10.1007/978-3-030-57802-2},
isbn = {978-3-030-57801-5},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01142,
author = {Michal Choras and
Konstantinos P. Demestichas and
Agata Gielczyk and
{\'{A}}lvaro Herrero and
Pawel Ksieniewicz and
Konstantina Remoundou and
Daniel Urda and
Michal Wozniak},
title = {Advanced Machine Learning Techniques for Fake News (Online Disinformation)
Detection: {A} Systematic Mapping Study},
journal = {CoRR},
volume = {abs/2101.01142},
year = {2021},
url = {https://arxiv.org/abs/2101.01142},
eprinttype = {arXiv},
eprint = {2101.01142},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02080,
author = {Roberto Mag{\'{a}}n{-}Carri{\'{o}}n and
Daniel Urda and
Ignacio D{\'{\i}}az{-}Cano and
Bernab{\'{e}} Dorronsoro},
title = {Improving the Reliability of Network Intrusion Detection Systems through
Dataset Integration},
journal = {CoRR},
volume = {abs/2112.02080},
year = {2021},
url = {https://arxiv.org/abs/2112.02080},
eprinttype = {arXiv},
eprint = {2112.02080},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Ruiz-AguilarULG20,
author = {Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Daniel Urda and
Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio J. Turias},
title = {A freight inspection volume forecasting approach using an aggregation/disaggregation
procedure, machine learning and ensemble models},
journal = {Neurocomputing},
volume = {391},
pages = {282--291},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.06.109},
doi = {10.1016/J.NEUCOM.2019.06.109},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Ruiz-AguilarULG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/VeredasUSCA20,
author = {Francisco J. Veredas and
Daniel Urda and
Jos{\'{e}} Luis Subirats and
Francisco R. Cant{\'{o}}n and
Juan Carlos Aledo},
title = {Combining feature engineering and feature selection to improve the
prediction of methionine oxidation sites in proteins},
journal = {Neural Comput. Appl.},
volume = {32},
number = {2},
pages = {323--334},
year = {2020},
url = {https://doi.org/10.1007/s00521-018-3655-2},
doi = {10.1007/S00521-018-3655-2},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/VeredasUSCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/QuintianJCUACHC20,
author = {H{\'{e}}ctor Quinti{\'{a}}n and
Esteban Jove and
Jos{\'{e}} Lu{\'{\i}}s Casteleiro{-}Roca and
Daniel Urda and
{\'{A}}ngel Arroyo and
Jos{\'{e}} Lu{\'{\i}}s Calvo{-}Rolle and
{\'{A}}lvaro Herrero and
Emilio Corchado},
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Beta-Hebbian Learning for Visualizing Intrusions in Flows},
booktitle = {13th International Conference on Computational Intelligence in Security
for Information Systems, {CISIS} 2020, Burgos, Spain, September 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1267},
pages = {446--459},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57805-3\_42},
doi = {10.1007/978-3-030-57805-3\_42},
timestamp = {Mon, 13 Feb 2023 21:54:28 +0100},
biburl = {https://dblp.org/rec/conf/cisis-spain/QuintianJCUACHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceute/ArroyoBCUH20,
author = {{\'{A}}ngel Arroyo and
Secil Bayraktar and
Carlos Cambra and
Daniel Urda and
{\'{A}}lvaro Herrero},
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Trends and Patterns of International Student Mobility: The Case of
Bachelor's Degrees in Computer Science at the University of Burgos},
booktitle = {The 11th International Conference on EUropean Transnational Educational,
{ICEUTE} 2020, Burgos, Spain, September 16-18, 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1266},
pages = {142--153},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57799-5\_15},
doi = {10.1007/978-3-030-57799-5\_15},
timestamp = {Mon, 13 Feb 2023 21:54:28 +0100},
biburl = {https://dblp.org/rec/conf/iceute/ArroyoBCUH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ola/NimoDTU20,
author = {Dami{\'{a}}n Nimo and
Bernab{\'{e}} Dorronsoro and
Ignacio J. Turias and
Daniel Urda},
editor = {Bernab{\'{e}} Dorronsoro and
Patricia Ruiz and
Juan Carlos de la Torre and
Daniel Urda and
El{-}Ghazali Talbi},
title = {Learning Variables Structure Using Evolutionary Algorithms to Improve
Predictive Performance},
booktitle = {Optimization and Learning - Third International Conference, {OLA}
2020, C{\'{a}}diz, Spain, February 17-19, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1173},
pages = {58--68},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-41913-4\_6},
doi = {10.1007/978-3-030-41913-4\_6},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ola/NimoDTU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ola/Ruiz-AguilarULG20,
author = {Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Daniel Urda and
Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio J. Turias},
editor = {Bernab{\'{e}} Dorronsoro and
Patricia Ruiz and
Juan Carlos de la Torre and
Daniel Urda and
El{-}Ghazali Talbi},
title = {Container Demand Forecasting at Border Posts of Ports: {A} Hybrid
{SARIMA-SOM-SVR} Approach},
booktitle = {Optimization and Learning - Third International Conference, {OLA}
2020, C{\'{a}}diz, Spain, February 17-19, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1173},
pages = {69--81},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-41913-4\_7},
doi = {10.1007/978-3-030-41913-4\_7},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ola/Ruiz-AguilarULG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/LopezUGRT20,
author = {Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Daniel Urda and
Javier Gonz{\'{a}}lez{-}Enrique and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Ignacio J. Turias},
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Hourly Air Quality Index {(AQI)} Forecasting Using Machine Learning
Methods},
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 = {123--132},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57802-2\_12},
doi = {10.1007/978-3-030-57802-2\_12},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/LopezUGRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ola/2020,
editor = {Bernab{\'{e}} Dorronsoro and
Patricia Ruiz and
Juan Carlos de la Torre and
Daniel Urda and
El{-}Ghazali Talbi},
title = {Optimization and Learning - Third International Conference, {OLA}
2020, C{\'{a}}diz, Spain, February 17-19, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1173},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-41913-4},
doi = {10.1007/978-3-030-41913-4},
isbn = {978-3-030-41912-7},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ola/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/MesaURLAAT19,
author = {H{\'{e}}ctor Mesa and
Daniel Urda and
Juan J. Ruiz{-}Aguilar and
Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Juan Almagro and
Patricia Acosta and
Ignacio J. Turias},
editor = {Hilde P{\'{e}}rez Garc{\'{\i}}a and
Lidia S{\'{a}}nchez{-}Gonz{\'{a}}lez and
Manuel Castej{\'{o}}n Limas and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {A Machine Learning Approach to Determine Abundance of Inclusions in
Stainless Steel},
booktitle = {Hybrid Artificial Intelligent Systems - 14th International Conference,
{HAIS} 2019, Le{\'{o}}n, Spain, September 4-6, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11734},
pages = {504--513},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29859-3\_43},
doi = {10.1007/978-3-030-29859-3\_43},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/MesaURLAAT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/LopezRGUMT19,
author = {Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Javier Gonz{\'{a}}lez{-}Enrique and
Daniel Urda and
H{\'{e}}ctor Mesa and
Ignacio J. Turias},
editor = {Hilde P{\'{e}}rez Garc{\'{\i}}a and
Lidia S{\'{a}}nchez{-}Gonz{\'{a}}lez and
Manuel Castej{\'{o}}n Limas and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical
Mode Decomposition, Permutation Entropy and Artificial Neural Networks},
booktitle = {Hybrid Artificial Intelligent Systems - 14th International Conference,
{HAIS} 2019, Le{\'{o}}n, Spain, September 4-6, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11734},
pages = {563--574},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29859-3\_48},
doi = {10.1007/978-3-030-29859-3\_48},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/LopezRGUMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Lopez-GarciaJUV19,
author = {Guillermo L{\'{o}}pez{-}Garc{\'{\i}}a and
Jos{\'{e}} M. Jerez and
Daniel Urda and
Francisco J. Veredas},
title = {MetODeep: {A} Deep Learning Approach for Prediction of Methionine
Oxidation Sites in Proteins},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851901},
doi = {10.1109/IJCNN.2019.8851901},
timestamp = {Tue, 08 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Lopez-GarciaJUV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/MunozRGD19,
author = {Daniel Urda Mu{\~{n}}oz and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio Turias Dom{\'{\i}}nguez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Deep Ensemble Neural Network Approach to Improve Predictions of
Container Inspection Volume},
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 = {806--817},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_66},
doi = {10.1007/978-3-030-20521-8\_66},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/MunozRGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/LopezRUGT19,
author = {Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Daniel Urda and
Javier Gonz{\'{a}}lez{-}Enrique and
Ignacio Jos{\'{e}} Turias},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Ro-Ro Freight Forecasting Based on an {ANN-SVR} Hybrid Approach. Case
of the Strait of Gibraltar},
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 = {818--831},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_67},
doi = {10.1007/978-3-030-20521-8\_67},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/LopezRUGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Gonzalez-Enrique19,
author = {Javier Gonz{\'{a}}lez{-}Enrique and
Juan Jes{\'{u}}s Ruiz{-}Aguilar and
Jos{\'{e}} Antonio Moscoso L{\'{o}}pez and
Steffanie Van Roode and
Daniel Urda and
Ignacio J. Turias},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {A Genetic Algorithm and Neural Network Stacking Ensemble Approach
to Improve {NO2} Level Estimations},
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 = {856--867},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_70},
doi = {10.1007/978-3-030-20521-8\_70},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/Gonzalez-Enrique19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/UrdaVTF19,
author = {Daniel Urda and
Francisco J. Veredas and
Ignacio Turias and
Leonardo Franco},
editor = {Ignacio Rojas and
Olga Valenzuela and
Fernando Rojas and
Francisco M. Ortu{\~{n}}o Guzman},
title = {Addition of Pathway-Based Information to Improve Predictions in Transcriptomics},
booktitle = {Bioinformatics and Biomedical Engineering - 7th International Work-Conference,
{IWBBIO} 2019, Granada, Spain, May 8-10, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11466},
pages = {200--208},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-17935-9\_19},
doi = {10.1007/978-3-030-17935-9\_19},
timestamp = {Wed, 02 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwbbio/UrdaVTF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/UrdaABFVCJ18,
author = {Daniel Urda and
Francisco Arag{\'{o}}n and
Roc{\'{\i}}o Bautista and
Leonardo Franco and
Francisco J. Veredas and
Manuel Gonzalo Claros and
Jos{\'{e}} Manuel Jerez},
title = {{BLASSO:} integration of biological knowledge into a regularized linear
model},
journal = {{BMC} Syst. Biol.},
volume = {12},
number = {5},
pages = {13--26},
year = {2018},
url = {https://doi.org/10.1186/s12918-018-0612-8},
doi = {10.1186/S12918-018-0612-8},
timestamp = {Wed, 02 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcsb/UrdaABFVCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/somet/UrdaJT18,
author = {Daniel Urda and
Jos{\'{e}} M. Jerez and
Ignacio J. Turias},
editor = {Hamido Fujita and
Enrique Herrera{-}Viedma},
title = {Data Dimension and Structure Effects in Predictive Performance of
Deep Neural Networks},
booktitle = {New Trends in Intelligent Software Methodologies, Tools and Techniques
- Proceedings of the 17th International Conference SoMeT{\_}18, Granada,
Spain, 26-28 September 2018},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {303},
pages = {361--372},
publisher = {{IOS} Press},
year = {2018},
url = {https://doi.org/10.3233/978-1-61499-900-3-361},
doi = {10.3233/978-1-61499-900-3-361},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/somet/UrdaJT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/Moreno-BareaSJU18,
author = {Francisco J. Moreno{-}Barea and
Fiammetta Strazzera and
Jos{\'{e}} M. Jerez and
Daniel Urda and
Leonardo Franco},
title = {Forward Noise Adjustment Scheme for Data Augmentation},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2018,
Bangalore, India, November 18-21, 2018},
pages = {728--734},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SSCI.2018.8628917},
doi = {10.1109/SSCI.2018.8628917},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/Moreno-BareaSJU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/UrdaLFJS17,
author = {Daniel Urda and
Rafael Marcos Luque Baena and
Leonardo Franco and
Jos{\'{e}} M. Jerez and
Noelia S{\'{a}}nchez{-}Maro{\~{n}}o},
title = {Machine learning models to search relevant genetic signatures in clinical
context},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {1649--1656},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966049},
doi = {10.1109/IJCNN.2017.7966049},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/UrdaLFJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/UrdaMMFJ17,
author = {Daniel Urda and
Julio Montes{-}Torres and
Fernando Moreno and
Leonardo Franco and
Jos{\'{e}} M. Jerez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Deep Learning to Analyze RNA-Seq Gene Expression Data},
booktitle = {Advances in Computational Intelligence - 14th International Work-Conference
on Artificial Neural Networks, {IWANN} 2017, Cadiz, Spain, June 14-16,
2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10306},
pages = {50--59},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59147-6\_5},
doi = {10.1007/978-3-319-59147-6\_5},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/UrdaMMFJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/UrdaAFVJ17,
author = {Daniel Urda and
Francisco Arag{\'{o}}n and
Leonardo Franco and
Francisco J. Veredas and
Jos{\'{e}} M. Jerez},
editor = {Ignacio Rojas and
Francisco M. Ortu{\~{n}}o Guzman},
title = {L{\_}1 {L} 1 -regularization Model Enriched with Biological Knowledge},
booktitle = {Bioinformatics and Biomedical Engineering - 5th International Work-Conference,
{IWBBIO} 2017, Granada, Spain, April 26-28, 2017, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {10208},
pages = {579--590},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-56148-6\_52},
doi = {10.1007/978-3-319-56148-6\_52},
timestamp = {Wed, 02 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwbbio/UrdaAFVJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/UrdaFJ17,
author = {Daniel Urda and
Leonardo Franco and
Jos{\'{e}} M. Jerez},
title = {Classification of high dimensional data using {LASSO} ensembles},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8280875},
doi = {10.1109/SSCI.2017.8280875},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/UrdaFJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Ortega-Zamorano16,
author = {Francisco Ortega{-}Zamorano and
Jos{\'{e}} M. Jerez and
Daniel Urda and
Rafael M. Luque{-}Baena and
Leonardo Franco},
title = {Efficient Implementation of the Backpropagation Algorithm in FPGAs
and Microcontrollers},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {9},
pages = {1840--1850},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2460991},
doi = {10.1109/TNNLS.2015.2460991},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Ortega-Zamorano16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/BaenaUCFJ14,
author = {Rafael Marcos Luque Baena and
Daniel Urda and
M. Gonzalo Claros and
Leonardo Franco and
Jos{\'{e}} M. Jerez},
title = {Robust gene signatures from microarray data using genetic algorithms
enriched with biological pathway keywords},
journal = {J. Biomed. Informatics},
volume = {49},
pages = {32--44},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2014.01.006},
doi = {10.1016/J.JBI.2014.01.006},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/BaenaUCFJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/UrdaCJLFJ14,
author = {Daniel Urda and
Simon J. Chambers and
Ian H. Jarman and
Paulo J. G. Lisboa and
Leonardo Franco and
Jos{\'{e}} M. Jerez},
editor = {Clelia Di Serio and
Pietro Li{\`{o}} and
Alessandro Nonis and
Roberto Tagliaferri},
title = {Use of q-values to Improve a Genetic Algorithm to Identify Robust
Gene Signatures},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 11th International Meeting, {CIBB} 2014, Cambridge, UK, June 26-28,
2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8623},
pages = {199--206},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-24462-4\_17},
doi = {10.1007/978-3-319-24462-4\_17},
timestamp = {Wed, 25 Sep 2019 18:13:08 +0200},
biburl = {https://dblp.org/rec/conf/cibb/UrdaCJLFJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/UrdaRSFAJ13,
author = {Daniel Urda and
Nuria Ribelles and
Jos{\'{e}} Luis Subirats and
Leonardo Franco and
Emilio Alba and
Jos{\'{e}} Manuel Jerez},
title = {Addressing critical issues in the development of an Oncology Information
System},
journal = {Int. J. Medical Informatics},
volume = {82},
number = {5},
pages = {398--407},
year = {2013},
url = {https://doi.org/10.1016/j.ijmedinf.2012.08.001},
doi = {10.1016/J.IJMEDINF.2012.08.001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/UrdaRSFAJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispdc/UrdaDP13,
author = {Daniel Urda and
Ciprian Dobre and
Florin Pop},
editor = {Nicolae Tapus and
Dan Grigoras and
Rodica Potolea and
Florin Pop},
title = {Storing Location-Aware Data in Mobile Distributed Systems},
booktitle = {{IEEE} 12th International Symposium on Parallel and Distributed Computing,
{ISPDC} 2013, Bucharest, Romania, June 27-30, 2013},
pages = {135--142},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISPDC.2013.26},
doi = {10.1109/ISPDC.2013.26},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ispdc/UrdaDP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/UrdaLJDFJ13,
author = {Daniel Urda and
Rafael Marcos Luque and
Mar{\'{\i}}a Jes{\'{u}}s Jim{\'{e}}nez{-}Come and
Ignacio Turias Dom{\'{\i}}nguez and
Leonardo Franco and
Jos{\'{e}} Manuel Jerez},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {A Constructive Neural Network to Predict Pitting Corrosion Status
of Stainless Steel},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {88--95},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_7},
doi = {10.1007/978-3-642-38679-4\_7},
timestamp = {Mon, 03 Mar 2025 21:16:24 +0100},
biburl = {https://dblp.org/rec/conf/iwann/UrdaLJDFJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/SubiratsBUOJF13,
author = {Jos{\'{e}} Luis Subirats and
Rafael Marcos Luque Baena and
Daniel Urda and
Francisco Ortega{-}Zamorano and
Jos{\'{e}} Manuel Jerez and
Leonardo Franco},
editor = {Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s and
Joan Cabestany},
title = {Committee C-Mantec: {A} Probabilistic Constructive Neural Network},
booktitle = {Advances in Computational Intelligence - 12th International Work-Conference
on Artificial Neural Networks, {IWANN} 2013, Puerto de la Cruz, Tenerife,
Spain, June 12-14, 2013, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7902},
pages = {339--346},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38679-4\_33},
doi = {10.1007/978-3-642-38679-4\_33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/SubiratsBUOJF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/BaenaUSFJ13,
author = {Rafael Marcos Luque Baena and
Daniel Urda and
Jos{\'{e}} Luis Subirats and
Leonardo Franco and
Jos{\'{e}} M. Jerez},
editor = {Ignacio Rojas and
Francisco M. Ortu{\~{n}}o Guzman},
title = {Analysis of Cancer Microarray Data using Constructive Neural Networks
and Genetic Algorithms},
booktitle = {International Work-Conference on Bioinformatics and Biomedical Engineering,
{IWBBIO} 2013, Granada, Spain, March 18-20, 2013. Proceedings},
pages = {55--63},
publisher = {Copicentro Editorial},
year = {2013},
url = {http://iwbbio.ugr.es/papers/iwbbio\_009.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwbbio/BaenaUSFJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/UrdaSGFSJ12,
author = {Daniel Urda and
Jos{\'{e}} Luis Subirats and
Pedro J. Garc{\'{\i}}a{-}Laencina and
Leonardo Franco and
Jos{\'{e}}{-}Luis Sancho{-}G{\'{o}}mez and
Jos{\'{e}} Manuel Jerez},
title = {{WIMP:} Web server tool for missing data imputation},
journal = {Comput. Methods Programs Biomed.},
volume = {108},
number = {3},
pages = {1247--1254},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2012.08.006},
doi = {10.1016/J.CMPB.2012.08.006},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/UrdaSGFSJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/CouceFUSJ11,
author = {Yasel Couce and
Leonardo Franco and
Daniel Urda and
Jos{\'{e}} Luis Subirats and
Jos{\'{e}} M. Jerez},
editor = {Joan Cabestany and
Ignacio Rojas and
Gonzalo Joya Caparr{\'{o}}s},
title = {Hybrid (Generalization-Correlation) Method for Feature Selection in
High Dimensional {DNA} Microarray Prediction Problems},
booktitle = {Advances in Computational Intelligence - 11th International Work-Conference
on Artificial Neural Networks, {IWANN} 2011, Torremolinos-M{\'{a}}laga,
Spain, June 8-10, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6692},
pages = {202--209},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21498-1\_26},
doi = {10.1007/978-3-642-21498-1\_26},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/CouceFUSJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/UrdaSFJ10,
author = {Daniel Urda and
Jos{\'{e}} Luis Subirats and
Leonardo Franco and
Jos{\'{e}} Manuel Jerez},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Constructive Neural Networks to Predict Breast Cancer Outcome by Using
Gene Expression Profiles},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6096},
pages = {317--326},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13022-9\_32},
doi = {10.1007/978-3-642-13022-9\_32},
timestamp = {Mon, 04 Nov 2024 22:25:42 +0100},
biburl = {https://dblp.org/rec/conf/ieaaie/UrdaSFJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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