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ORCIDBibTeX records: Alicia Troncoso Lora
@article{DBLP:journals/cea/TroncosoGarciaBTM23,
author = {A. R. Troncoso{-}Garc{\'{\i}}a and
Isabel Brito and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Explainable hybrid deep learning and Coronavirus Optimization Algorithm
for improving evapotranspiration forecasting},
journal = {Comput. Electron. Agric.},
volume = {215},
pages = {108387},
year = {2023},
url = {https://doi.org/10.1016/j.compag.2023.108387},
doi = {10.1016/J.COMPAG.2023.108387},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/TroncosoGarciaBTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/digearth/MelgarGarciaMBT23,
author = {Laura Melgar{-}Garc{\'{\i}}a and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Dieu Tien Bui and
Alicia Troncoso},
title = {A novel semantic segmentation approach based on U-Net, WU-Net, and
U-Net++ deep learning for predicting areas sensitive to pluvial flood
at tropical area},
journal = {Int. J. Digit. Earth},
volume = {16},
number = {1},
pages = {3661--3679},
year = {2023},
url = {https://doi.org/10.1080/17538947.2023.2252401},
doi = {10.1080/17538947.2023.2252401},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/digearth/MelgarGarciaMBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Melgar-GarciaGR23,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso},
title = {Identifying novelties and anomalies for incremental learning in streaming
time series forecasting},
journal = {Eng. Appl. Artif. Intell.},
volume = {123},
number = {Part {B}},
pages = {106326},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106326},
doi = {10.1016/J.ENGAPPAI.2023.106326},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Melgar-GarciaGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/JimenezHerreraMAL23,
author = {P. Jim{\'{e}}nez{-}Herrera and
Laura Melgar{-}Garc{\'{\i}}a and
Gualberto Asencio{-}Cort{\'{e}}s and
Alicia Troncoso Lora},
title = {Streaming big time series forecasting based on nearest similar patterns
with application to energy consumption},
journal = {Log. J. {IGPL}},
volume = {31},
number = {2},
pages = {255--270},
year = {2023},
url = {https://doi.org/10.1093/jigpal/jzac017},
doi = {10.1093/JIGPAL/JZAC017},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/JimenezHerreraMAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/TroncosoGarciaMMT23,
author = {A. R. Troncoso{-}Garc{\'{\i}}a and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
title = {A new approach based on association rules to add explainability to
time series forecasting models},
journal = {Inf. Fusion},
volume = {94},
pages = {169--180},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.01.021},
doi = {10.1016/J.INFFUS.2023.01.021},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/TroncosoGarciaMMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/MelgarGarciaGRT23,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso},
title = {A novel distributed forecasting method based on information fusion
and incremental learning for streaming time series},
journal = {Inf. Fusion},
volume = {95},
pages = {163--173},
year = {2023},
url = {https://doi.org/10.1016/j.inffus.2023.02.023},
doi = {10.1016/J.INFFUS.2023.02.023},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/MelgarGarciaGRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/softx/ChaconMaldonadoAMT23,
author = {Andr{\'{e}}s Manuel Chac{\'{o}}n{-}Maldonado and
Gualberto Asencio{-}Cort{\'{e}}s and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
title = {FS-Studio: An extensive and efficient feature selection experimentation
tool for Weka Explorer},
journal = {SoftwareX},
volume = {23},
pages = {101401},
year = {2023},
url = {https://doi.org/10.1016/j.softx.2023.101401},
doi = {10.1016/J.SOFTX.2023.101401},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/softx/ChaconMaldonadoAMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/FernandezGomezGTM23,
author = {Antonio M. Fern{\'{a}}ndez{-}G{\'{o}}mez and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {A new Apache Spark-based framework for big data streaming forecasting
in IoT networks},
journal = {J. Supercomput.},
volume = {79},
number = {10},
pages = {11078--11100},
year = {2023},
url = {https://doi.org/10.1007/s11227-023-05100-x},
doi = {10.1007/S11227-023-05100-X},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/FernandezGomezGTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/Melgar-GarciaTG23,
author = {Laura Melgar{-}Garc{\'{\i}}a and
Angela Troncoso{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Jos{\'{e}} Francisco Torres and
Alicia Troncoso},
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 = {Explainable Artificial Intelligence for Education: {A} Real Case of
a University Subject Switched to Python},
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 = {358--367},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42519-6\_34},
doi = {10.1007/978-3-031-42519-6\_34},
timestamp = {Thu, 14 Sep 2023 15:23:28 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/Melgar-GarciaTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/MelgarGarciaHT23,
author = {Laura Melgar{-}Garc{\'{\i}}a and
Maryam Hosseini and
Alicia Troncoso},
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 = {Identification of Anomalies in Urban Sound Data with Autoencoders},
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 = {27--38},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_3},
doi = {10.1007/978-3-031-40725-3\_3},
timestamp = {Thu, 07 Sep 2023 14:11:08 +0200},
biburl = {https://dblp.org/rec/conf/hais/MelgarGarciaHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/TeferaMTM23,
author = {E. Tefera and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
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 = {A New Hybrid {CNN-LSTM} for Wind Power Forecasting in Ethiopia},
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 = {207--218},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3\_18},
doi = {10.1007/978-3-031-40725-3\_18},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/TeferaMTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TroncosoGarciaMML23,
author = {A. R. Troncoso{-}Garc{\'{\i}}a and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological
Signals},
booktitle = {Advances in Computational Intelligence - 17th International Work-Conference
on Artificial Neural Networks, {IWANN} 2023, Ponta Delgada, Portugal,
June 19-21, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14134},
pages = {626--637},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43085-5\_50},
doi = {10.1007/978-3-031-43085-5\_50},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/TroncosoGarciaMML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Troncoso-Garcia23,
author = {Angela Troncoso{-}Garc{\'{\i}}a and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros},
editor = {Jiman Hong and
Maart Lanperne and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}} and
Hossain Shahriar},
title = {Evolutionary computation to explain deep learning models for time
series forecasting},
booktitle = {Proceedings of the 38th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2023, Tallinn, Estonia, March 27-31, 2023},
pages = {433--436},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555776.3578994},
doi = {10.1145/3555776.3578994},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Troncoso-Garcia23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Chacon-Maldonado23,
author = {Andr{\'{e}}s Manuel Chac{\'{o}}n{-}Maldonado and
A. R. Troncoso{-}Garc{\'{\i}}a and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Gualberto Asencio{-}Cort{\'{e}}s and
Alicia Troncoso},
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 = {Olive Oil Fly Population Pest Forecasting Using Explainable Deep Learning},
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 = {121--131},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42536-3\_12},
doi = {10.1007/978-3-031-42536-3\_12},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Chacon-Maldonado23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Casas-GomezMTL23,
author = {Pablo Casas{-}G{\'{o}}mez and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Juan Carlos Linares},
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 = {Machine Learning Approaches for Predicting Tree Growth Trends Based
on Basal Area Increment},
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 = {229--238},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42529-5\_22},
doi = {10.1007/978-3-031-42529-5\_22},
timestamp = {Wed, 06 Sep 2023 07:55:08 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Casas-GomezMTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cisis-spain/2022,
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 = {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},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-18409-3},
doi = {10.1007/978-3-031-18409-3},
isbn = {978-3-031-18408-6},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cisis-spain/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cisis-spain/2023,
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 = {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},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42519-6},
doi = {10.1007/978-3-031-42519-6},
isbn = {978-3-031-42518-9},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2023,
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 = {Hybrid Artificial Intelligent Systems - 18th International Conference,
{HAIS} 2023, Salamanca, Spain, September 5-7, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14001},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-40725-3},
doi = {10.1007/978-3-031-40725-3},
isbn = {978-3-031-40724-6},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/softcomp/2022,
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 = {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},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-18050-7},
doi = {10.1007/978-3-031-18050-7},
isbn = {978-3-031-18049-1},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/softcomp/2023-1,
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 = {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},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42529-5},
doi = {10.1007/978-3-031-42529-5},
isbn = {978-3-031-42528-8},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/softcomp/2023-2,
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 = {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},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-42536-3},
doi = {10.1007/978-3-031-42536-3},
isbn = {978-3-031-42535-6},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/MortazaviMT22,
author = {R. Mortazavi and
S. Mortazavi and
Alicia Troncoso},
title = {Wrapper-based feature selection using regression trees to predict
intrinsic viscosity of polymer},
journal = {Eng. Comput.},
volume = {38},
number = {3},
pages = {2553--2565},
year = {2022},
url = {https://doi.org/10.1007/s00366-020-01226-1},
doi = {10.1007/S00366-020-01226-1},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ewc/MortazaviMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Martinez-Alvarez22,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Special issue {SOCO} 2019: New trends in soft computing and its application
in industrial and environmental problems},
journal = {Neurocomputing},
volume = {470},
pages = {278--279},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.01.071},
doi = {10.1016/J.NEUCOM.2021.01.071},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Martinez-Alvarez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Melgar-GarciaGG22,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Maria Teresa Godinho and
Rita Espada and
Isabel Sofia Brito and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Cristina Rubio{-}Escudero},
title = {A new big data triclustering approach for extracting three-dimensional
patterns in precision agriculture},
journal = {Neurocomputing},
volume = {500},
pages = {268--278},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2021.06.101},
doi = {10.1016/J.NEUCOM.2021.06.101},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Melgar-GarciaGG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Castan-LascorzJ22,
author = {M. A. Cast{\'{a}}n{-}Lascorz and
P. Jim{\'{e}}nez{-}Herrera and
Alicia Troncoso Lora and
Gualberto Asencio{-}Cort{\'{e}}s},
title = {A new hybrid method for predicting univariate and multivariate time
series based on pattern forecasting},
journal = {Inf. Sci.},
volume = {586},
pages = {611--627},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.12.001},
doi = {10.1016/J.INS.2021.12.001},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Castan-LascorzJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/TorresMT22,
author = {Jos{\'{e}} F. Torres and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
title = {A deep {LSTM} network for the Spanish electricity consumption forecasting},
journal = {Neural Comput. Appl.},
volume = {34},
number = {13},
pages = {10533--10545},
year = {2022},
url = {https://doi.org/10.1007/s00521-021-06773-2},
doi = {10.1007/S00521-021-06773-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nca/TorresMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Chacon-Maldonado22,
author = {Andr{\'{e}}s Manuel Chac{\'{o}}n{-}Maldonado and
Miguel Angel Molina{-}Cabanillas and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Gualberto Asencio{-}Cort{\'{e}}s},
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 = {Olive Phenology Forecasting Using Information Fusion-Based Imbalanced
Preprocessing and Automated Deep Learning},
booktitle = {Hybrid Artificial Intelligent Systems - 17th International Conference,
{HAIS} 2022, Salamanca, Spain, September 5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13469},
pages = {274--285},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15471-3\_24},
doi = {10.1007/978-3-031-15471-3\_24},
timestamp = {Mon, 19 Sep 2022 18:41:33 +0200},
biburl = {https://dblp.org/rec/conf/hais/Chacon-Maldonado22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MelgarGarciaGRT22,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso},
editor = {K. Sel{\c{c}}uk Candan and
Thang N. Dinh and
My T. Thai and
Takashi Washio},
title = {Nearest neighbors with incremental learning for real-time forecasting
of electricity demand},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} 2022
- Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDMW58026.2022.00112},
doi = {10.1109/ICDMW58026.2022.00112},
timestamp = {Wed, 15 Feb 2023 22:08:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MelgarGarciaGRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/Troncoso-Garcia22,
author = {A. R. Troncoso{-}Garc{\'{\i}}a and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
editor = {Matteo Cristani and
Carlos Toro and
Cecilia Zanni{-}Merk and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Explainable machine learning for sleep apnea prediction},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 26th International Conference KES-2022, Verona,
Italy and Virtual Event, 7-9 September 2022},
series = {Procedia Computer Science},
volume = {207},
pages = {2930--2939},
publisher = {Elsevier},
year = {2022},
url = {https://doi.org/10.1016/j.procs.2022.09.351},
doi = {10.1016/J.PROCS.2022.09.351},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kes/Troncoso-Garcia22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Segarra-MartinM22,
author = {C. Segarra{-}Mart{\'{\i}}n and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Jiman Hong and
Miroslav Bures and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}}},
title = {A novel approach to discover numerical association based on the coronavirus
optimization algorithm},
booktitle = {{SAC} '22: The 37th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, April 25 - 29, 2022},
pages = {1148--1151},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477314.3507343},
doi = {10.1145/3477314.3507343},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/Segarra-MartinM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Gallardo-GomezD22,
author = {Juan Alberto Gallardo{-}G{\'{o}}mez and
Federico Divina and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
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 = {Explainable Artificial Intelligence for the Electric Vehicle Load
Demand Forecasting Problem},
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 = {413--422},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18050-7\_40},
doi = {10.1007/978-3-031-18050-7\_40},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/Gallardo-GomezD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/HabtermariamKTM22,
author = {Ejigu T. Habtermariam and
Kula Kekeba and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
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 Cluster-Based Deep Learning Model for Energy Consumption Forecasting
in Ethiopia},
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 = {423--432},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18050-7\_41},
doi = {10.1007/978-3-031-18050-7\_41},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/HabtermariamKTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2022,
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 = {Hybrid Artificial Intelligent Systems - 17th International Conference,
{HAIS} 2022, Salamanca, Spain, September 5-7, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13469},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15471-3},
doi = {10.1007/978-3-031-15471-3},
isbn = {978-3-031-15470-6},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/TorresHSMT21,
author = {Jos{\'{e}} F. Torres and
Dalil Hadjout and
Abderrazak Sebaa and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
title = {Deep Learning for Time Series Forecasting: {A} Survey},
journal = {Big Data},
volume = {9},
number = {1},
pages = {3--21},
year = {2021},
url = {https://doi.org/10.1089/big.2020.0159},
doi = {10.1089/BIG.2020.0159},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/TorresHSMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Melgar-GarciaGR21,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso},
title = {Discovering three-dimensional patterns in real-time from data streams:
An online triclustering approach},
journal = {Inf. Sci.},
volume = {558},
pages = {174--193},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2020.12.089},
doi = {10.1016/J.INS.2020.12.089},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Melgar-GarciaGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/Guijo-RubioDGTH21,
author = {David Guijo{-}Rubio and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Alicia Troncoso and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Time-Series Clustering Based on the Characterization of Segment Typologies},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {11},
pages = {5409--5422},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2019.2962584},
doi = {10.1109/TCYB.2019.2962584},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/Guijo-RubioDGTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Melgar-GarciaGR21,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso Lora},
editor = {Enrique Alba and
Gabriel Luque and
Francisco Chicano and
Carlos Cotta and
David Camacho and
Manuel Ojeda{-}Aciego and
Susana Montes and
Alicia Troncoso and
Jos{\'{e}} C. Riquelme and
Rodrigo Gil{-}Merino},
title = {Nearest Neighbors-Based Forecasting for Electricity Demand Time Series
in Streaming},
booktitle = {Advances in Artificial Intelligence - 19th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2020/2021, M{\'{a}}laga,
Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12882},
pages = {185--195},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85713-4\_18},
doi = {10.1007/978-3-030-85713-4\_18},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Melgar-GarciaGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/TorresJMT21,
author = {Jos{\'{e}} F. Torres and
M. J. Jim{\'{e}}nez{-}Navarro and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
editor = {Enrique Alba and
Gabriel Luque and
Francisco Chicano and
Carlos Cotta and
David Camacho and
Manuel Ojeda{-}Aciego and
Susana Montes and
Alicia Troncoso and
Jos{\'{e}} C. Riquelme and
Rodrigo Gil{-}Merino},
title = {Electricity Consumption Time Series Forecasting Using Temporal Convolutional
Networks},
booktitle = {Advances in Artificial Intelligence - 19th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2020/2021, M{\'{a}}laga,
Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12882},
pages = {216--225},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85713-4\_21},
doi = {10.1007/978-3-030-85713-4\_21},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caepia/TorresJMT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/MelaraTTM21,
author = {A. Melara and
Jos{\'{e}} F. Torres and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Electricity Generation Forecasting in Concentrating Solar-Thermal
Power Plants with Ensemble Learning},
booktitle = {16th International Conference on Soft Computing Models in Industrial
and Environmental Applications, {SOCO} 2021, Bilbao, Spain, 22-24
September, 2021},
series = {Advances in Intelligent Systems and Computing},
volume = {1401},
pages = {665--674},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87869-6\_63},
doi = {10.1007/978-3-030-87869-6\_63},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/MelaraTTM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Jimenez-Navarro21,
author = {M. J. Jim{\'{e}}nez{-}Navarro and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Gualberto Asencio{-}Cort{\'{e}}s},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {HLNet: {A} Novel Hierarchical Deep Neural Network for Time Series
Forecasting},
booktitle = {16th International Conference on Soft Computing Models in Industrial
and Environmental Applications, {SOCO} 2021, Bilbao, Spain, 22-24
September, 2021},
series = {Advances in Intelligent Systems and Computing},
volume = {1401},
pages = {717--727},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87869-6\_68},
doi = {10.1007/978-3-030-87869-6\_68},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/Jimenez-Navarro21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/caepia/2021,
editor = {Enrique Alba and
Gabriel Luque and
Francisco Chicano and
Carlos Cotta and
David Camacho and
Manuel Ojeda{-}Aciego and
Susana Montes and
Alicia Troncoso and
Jos{\'{e}} C. Riquelme and
Rodrigo Gil{-}Merino},
title = {Advances in Artificial Intelligence - 19th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2020/2021, M{\'{a}}laga,
Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12882},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85713-4},
doi = {10.1007/978-3-030-85713-4},
isbn = {978-3-030-85712-7},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/FernandezGLM20,
author = {Antonio M. Fern{\'{a}}ndez and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Automated Deployment of a Spark Cluster with Machine Learning Algorithm
Integration},
journal = {Big Data Res.},
volume = {19-20},
pages = {100135},
year = {2020},
url = {https://doi.org/10.1016/j.bdr.2020.100135},
doi = {10.1016/J.BDR.2020.100135},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/FernandezGLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Martinez-Alvarez20,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Gualberto Asencio{-}Cort{\'{e}}s and
Jos{\'{e}} F. Torres and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Laura Melgar{-}Garc{\'{\i}}a and
Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Cristina Rubio{-}Escudero and
Jos{\'{e}} C. Riquelme and
Alicia Troncoso Lora},
title = {Coronavirus Optimization Algorithm: {A} Bioinspired Metaheuristic
Based on the {COVID-19} Propagation Model},
journal = {Big Data},
volume = {8},
number = {4},
pages = {308--322},
year = {2020},
url = {https://doi.org/10.1089/big.2020.0051},
doi = {10.1089/BIG.2020.0051},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/Martinez-Alvarez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Perez-ChaconAML20,
author = {Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Gualberto Asencio{-}Cort{\'{e}}s and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora},
title = {Big data time series forecasting based on pattern sequence similarity
and its application to the electricity demand},
journal = {Inf. Sci.},
volume = {540},
pages = {160--174},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.06.014},
doi = {10.1016/J.INS.2020.06.014},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/Perez-ChaconAML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Jimenez-Herrera20,
author = {P. Jim{\'{e}}nez{-}Herrera and
Laura Melgar{-}Garc{\'{\i}}a and
Gualberto Asencio{-}Cort{\'{e}}s and
Alicia Troncoso},
editor = {Enrique A. de la Cal and
Jos{\'{e}} Ram{\'{o}}n Villar Flecha and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A New Forecasting Algorithm Based on Neighbors for Streaming Electricity
Time Series},
booktitle = {Hybrid Artificial Intelligent Systems - 15th International Conference,
{HAIS} 2020, Gij{\'{o}}n, Spain, November 11-13, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12344},
pages = {522--533},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61705-9\_43},
doi = {10.1007/978-3-030-61705-9\_43},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/Jimenez-Herrera20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LinKRT20,
author = {Yang Lin and
Irena Koprinska and
Mashud Rana and
Alicia Troncoso},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {Solar Power Forecasting Based on Pattern Sequence Similarity and Meta-learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12396},
pages = {271--283},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61609-0\_22},
doi = {10.1007/978-3-030-61609-0\_22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LinKRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/Melgar-GarciaGR20,
author = {Laura Melgar{-}Garc{\'{\i}}a and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Cristina Rubio{-}Escudero and
Alicia Troncoso},
editor = {Chih{-}Cheng Hung and
Tom{\'{a}}s Cern{\'{y}} and
Dongwan Shin and
Alessio Bechini},
title = {High-content screening images streaming analysis using the STriGen
methodology},
booktitle = {{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {537--539},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3341105.3374071},
doi = {10.1145/3341105.3374071},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/Melgar-GarciaGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Melgar-GarciaGE20,
author = {Laura Melgar{-}Garc{\'{\i}}a and
Maria Teresa Godinho and
Rita Espada and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Isabel Sofia Brito and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Cristina Rubio{-}Escudero},
editor = {{\'{A}}lvaro Herrero and
Carlos Cambra and
Daniel Urda and
Javier Sedano and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Discovering Spatio-Temporal Patterns in Precision Agriculture Based
on Triclustering},
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 = {226--236},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-57802-2\_22},
doi = {10.1007/978-3-030-57802-2\_22},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/Melgar-GarciaGE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cisis-spain/2019,
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {International Joint Conference: 12th International Conference on Computational
Intelligence in Security for Information Systems {(CISIS} 2019) and
10th International Conference on EUropean Transnational Education
{(ICEUTE} 2019) - Seville, Spain, May 13-15, 2019, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {951},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-20005-3},
doi = {10.1007/978-3-030-20005-3},
isbn = {978-3-030-20004-6},
timestamp = {Tue, 30 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/softcomp/2019,
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {14th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2019) - Seville, Spain, May
13-15, 2019, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {950},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-20055-8},
doi = {10.1007/978-3-030-20055-8},
isbn = {978-3-030-20054-1},
timestamp = {Wed, 01 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13633,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Gualberto Asencio{-}Cort{\'{e}}s and
Jos{\'{e}} F. Torres and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Laura Melgar{-}Garc{\'{\i}}a and
Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Cristina Rubio{-}Escudero and
Jos{\'{e}} C. Riquelme and
Alicia Troncoso},
title = {Coronavirus Optimization Algorithm: {A} bioinspired metaheuristic
based on the {COVID-19} propagation model},
journal = {CoRR},
volume = {abs/2003.13633},
year = {2020},
url = {https://arxiv.org/abs/2003.13633},
eprinttype = {arXiv},
eprint = {2003.13633},
timestamp = {Mon, 04 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13633.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Gomez-QuilesCGM19,
author = {Catalina Gomez{-}Quiles and
Gualberto Asencio{-}Cort{\'{e}}s and
Adolfo Gastalver{-}Rubio and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Joan Manresa and
Jos{\'{e}} C. Riquelme and
Jes{\'{u}}s Manuel Riquelme{-}Santos},
title = {A Novel Ensemble Method for Electric Vehicle Power Consumption Forecasting:
Application to the Spanish System},
journal = {{IEEE} Access},
volume = {7},
pages = {120840--120856},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2936478},
doi = {10.1109/ACCESS.2019.2936478},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/Gomez-QuilesCGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/TorresTKWM19,
author = {Jos{\'{e}} F. Torres and
Alicia Troncoso and
Irena Koprinska and
Zheng Wang and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Big data solar power forecasting based on deep learning and multiple
data sources},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {36},
number = {4},
year = {2019},
url = {https://doi.org/10.1111/exsy.12394},
doi = {10.1111/EXSY.12394},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/es/TorresTKWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Martinez-Alvarez19,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Special issue on Hybrid Artificial Intelligence Systems from {HAIS}
2016 Conference},
journal = {Neurocomputing},
volume = {353},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.02.059},
doi = {10.1016/J.NEUCOM.2019.02.059},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Martinez-Alvarez19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Talavera-Llames19,
author = {Ricardo L. Talavera{-}Llames and
Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {MV-kWNN: {A} novel multivariate and multi-output weighted nearest
neighbours algorithm for big data time series forecasting},
journal = {Neurocomputing},
volume = {353},
pages = {56--73},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.07.092},
doi = {10.1016/J.NEUCOM.2018.07.092},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Talavera-Llames19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/GaliciaTLKM19,
author = {Antonio Galicia and
Ricardo L. Talavera{-}Llames and
Alicia Troncoso Lora and
Irena Koprinska and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Multi-step forecasting for big data time series based on ensemble
learning},
journal = {Knowl. Based Syst.},
volume = {163},
pages = {830--841},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2018.10.009},
doi = {10.1016/J.KNOSYS.2018.10.009},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/GaliciaTLKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisis-spain/Rubio-EscuderoM19,
author = {Cristina Rubio{-}Escudero and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
E. Atencia{-}Gil and
Alicia Troncoso},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Implementation of an Internal Quality Assurance System at Pablo de
Olavide University of Seville: Improving Computer Science Students
Skills},
booktitle = {International Joint Conference: 12th International Conference on Computational
Intelligence in Security for Information Systems {(CISIS} 2019) and
10th International Conference on EUropean Transnational Education
{(ICEUTE} 2019) - Seville, Spain, May 13-15, 2019, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {951},
pages = {340--348},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20005-3\_35},
doi = {10.1007/978-3-030-20005-3\_35},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cisis-spain/Rubio-EscuderoM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LinKRT19,
author = {Yang Lin and
Irena Koprinska and
Mashud Rana and
Alicia Troncoso},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Pattern Sequence Neural Network for Solar Power Forecasting},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{V}},
series = {Communications in Computer and Information Science},
volume = {1143},
pages = {727--737},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36802-9\_77},
doi = {10.1007/978-3-030-36802-9\_77},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/LinKRT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/TorresGTM19,
author = {Jos{\'{e}} F. Torres and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Random Hyper-parameter Search-Based Deep Neural Network for Power
Consumption Forecasting},
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 = {259--269},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20521-8\_22},
doi = {10.1007/978-3-030-20521-8\_22},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/TorresGTM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/FernandezGTM19,
author = {Antonio M. Fern{\'{a}}ndez and
David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} Ant{\'{o}}nio S{\'{a}}ez Mu{\~{n}}oz and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Real-Time Big Data Analytics in Smart Cities from LoRa-Based IoT Networks},
booktitle = {14th International Conference on Soft Computing Models in Industrial
and Environmental Applications {(SOCO} 2019) - Seville, Spain, May
13-15, 2019, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {950},
pages = {91--100},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20055-8\_9},
doi = {10.1007/978-3-030-20055-8\_9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/FernandezGTM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/NepomucenoTNA18,
author = {Juan A. Nepomuceno and
Alicia Troncoso and
Isabel A. Nepomuceno{-}Chamorro and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Pairwise gene GO-based measures for biclustering of high-dimensional
expression data},
journal = {BioData Min.},
volume = {11},
number = {1},
pages = {4:1--4:19},
year = {2018},
url = {https://doi.org/10.1186/s13040-018-0165-9},
doi = {10.1186/S13040-018-0165-9},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/NepomucenoTNA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/envsoft/LoraRCVG18,
author = {Alicia Troncoso Lora and
P. Ribera and
Gualberto Asencio{-}Cort{\'{e}}s and
Inmaculada Vega and
D. Gallego},
title = {Imbalanced classification techniques for monsoon forecasting based
on a new climatic time series},
journal = {Environ. Model. Softw.},
volume = {106},
pages = {48--56},
year = {2018},
url = {https://doi.org/10.1016/j.envsoft.2017.11.024},
doi = {10.1016/J.ENVSOFT.2017.11.024},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/envsoft/LoraRCVG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/TorresGLM18,
author = {Jos{\'{e}} F. Torres and
Antonio Galicia and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {A scalable approach based on deep learning for big data time series
forecasting},
journal = {Integr. Comput. Aided Eng.},
volume = {25},
number = {4},
pages = {335--348},
year = {2018},
url = {https://doi.org/10.3233/ICA-180580},
doi = {10.3233/ICA-180580},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/TorresGLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GaliciaTML18,
author = {Antonio Galicia and
Jos{\'{e}} F. Torres and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora},
title = {A novel spark-based multi-step forecasting algorithm for big data
time series},
journal = {Inf. Sci.},
volume = {467},
pages = {800--818},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.06.010},
doi = {10.1016/J.INS.2018.06.010},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GaliciaTML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Talavera-Llames18,
author = {Ricardo L. Talavera{-}Llames and
Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Big data time series forecasting based on nearest neighbours distributed
computing with Spark},
journal = {Knowl. Based Syst.},
volume = {161},
pages = {12--25},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.07.026},
doi = {10.1016/J.KNOSYS.2018.07.026},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Talavera-Llames18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Gutierrez-Aviles18,
author = {David Guti{\'{e}}rrez{-}Avil{\'{e}}s and
J. A. F{\'{a}}bregas and
J. Tejedor and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
A. Arcos and
Jos{\'{e}} C. Riquelme},
editor = {Francisco Javier de Cos Juez and
Jos{\'{e}} Ram{\'{o}}n Villar and
Enrique A. de la Cal and
{\'{A}}lvaro Herrero and
H{\'{e}}ctor Quinti{\'{a}}n and
Jos{\'{e}} Antonio S{\'{a}}ez and
Emilio Corchado},
title = {SmartFD: {A} Real Big Data Application for Electrical Fraud Detection},
booktitle = {Hybrid Artificial Intelligent Systems - 13th International Conference,
{HAIS} 2018, Oviedo, Spain, June 20-22, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10870},
pages = {120--130},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92639-1\_11},
doi = {10.1007/978-3-319-92639-1\_11},
timestamp = {Mon, 28 Aug 2023 21:17:56 +0200},
biburl = {https://dblp.org/rec/conf/hais/Gutierrez-Aviles18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangKTM18,
author = {Zheng Wang and
Irena Koprinska and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Static and Dynamic Ensembles of Neural Networks for Solar Power Forecasting},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489231},
doi = {10.1109/IJCNN.2018.8489231},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangKTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/TorresTKWM18,
author = {Jos{\'{e}} F. Torres and
Alicia Troncoso and
Irena Koprinska and
Zheng Wang and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Manuel Gra{\~{n}}a and
Jos{\'{e}} Manuel L{\'{o}}pez{-}Guede and
Oier Etxaniz and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Antonio S{\'{a}}ez and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Deep Learning for Big Data Time Series Forecasting Applied to Solar
Power},
booktitle = {International Joint Conference SOCO'18-CISIS'18-ICEUTE'18 - San Sebasti{\'{a}}n,
Spain, June 6-8, 2018, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {771},
pages = {123--133},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-94120-2\_12},
doi = {10.1007/978-3-319-94120-2\_12},
timestamp = {Mon, 05 Feb 2024 20:29:16 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/TorresTKWM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Rubio-EscuderoC18,
author = {Cristina Rubio{-}Escudero and
Gualberto Asencio{-}Cort{\'{e}}s and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Jos{\'{e}} C. Riquelme},
editor = {Manuel Gra{\~{n}}a and
Jos{\'{e}} Manuel L{\'{o}}pez{-}Guede and
Oier Etxaniz and
{\'{A}}lvaro Herrero and
Jos{\'{e}} Antonio S{\'{a}}ez and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Impact of Auto-evaluation Tests as Part of the Continuous Evaluation
in Programming Courses},
booktitle = {International Joint Conference SOCO'18-CISIS'18-ICEUTE'18 - San Sebasti{\'{a}}n,
Spain, June 6-8, 2018, Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {771},
pages = {553--561},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-94120-2\_54},
doi = {10.1007/978-3-319-94120-2\_54},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Rubio-EscuderoC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/caepia/2018,
editor = {Francisco Herrera and
Sergio Damas and
Rosana Montes and
Sergio Alonso and
Oscar Cord{\'{o}}n and
Antonio Gonz{\'{a}}lez and
Alicia Troncoso},
title = {Advances in Artificial Intelligence - 18th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2018, Granada, Spain,
October 23-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11160},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6},
doi = {10.1007/978-3-030-00374-6},
isbn = {978-3-030-00373-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11624,
author = {David Guijo{-}Rubio and
Antonio Manuel Dur{\'{a}}n{-}Rosal and
Pedro Antonio Guti{\'{e}}rrez and
Alicia Troncoso and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Time series clustering based on the characterisation of segment typologies},
journal = {CoRR},
volume = {abs/1810.11624},
year = {2018},
url = {http://arxiv.org/abs/1810.11624},
eprinttype = {arXiv},
eprint = {1810.11624},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/Martinez-Alvarez17,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
Jorge Reyes and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Jos{\'{e}} C. Riquelme},
title = {Applications of Computational Intelligence in Time Series},
journal = {Comput. Intell. Neurosci.},
volume = {2017},
pages = {9361749:1--9361749:2},
year = {2017},
url = {https://doi.org/10.1155/2017/9361749},
doi = {10.1155/2017/9361749},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cin/Martinez-Alvarez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/igpl/CortesMMRL17,
author = {Gualberto Asencio{-}Cort{\'{e}}s and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
A. Morales{-}Esteban and
Jorge Reyes and
Alicia Troncoso Lora},
title = {Using principal component analysis to improve earthquake magnitude
prediction in Japan},
journal = {Log. J. {IGPL}},
volume = {25},
number = {6},
pages = {949--966},
year = {2017},
url = {https://doi.org/10.1093/jigpal/jzx049},
doi = {10.1093/JIGPAL/JZX049},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/igpl/CortesMMRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LuacesDATB17,
author = {Oscar Luaces and
Jorge D{\'{\i}}ez and
Amparo Alonso{-}Betanzos and
Alicia Troncoso and
Antonio Bahamonde},
title = {Content-based methods in peer assessment of open-response questions
to grade students as authors and as graders},
journal = {Knowl. Based Syst.},
volume = {117},
pages = {79--87},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2016.06.024},
doi = {10.1016/J.KNOSYS.2016.06.024},
timestamp = {Fri, 04 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LuacesDATB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/CortesMLM17,
author = {Gualberto Asencio{-}Cort{\'{e}}s and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
A. Morales{-}Esteban},
title = {Medium-large earthquake magnitude prediction in Tokyo with artificial
neural networks},
journal = {Neural Comput. Appl.},
volume = {28},
number = {5},
pages = {1043--1055},
year = {2017},
url = {https://doi.org/10.1007/s00521-015-2121-7},
doi = {10.1007/S00521-015-2121-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/CortesMLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GaliciaTMT17,
author = {Antonio Galicia and
Jos{\'{e}} F. Torres and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso},
editor = {Ignacio Rojas and
Gonzalo Joya and
Andreu Catal{\`{a}}},
title = {Scalable Forecasting Techniques Applied to Big Electricity Time Series},
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 = {165--175},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59147-6\_15},
doi = {10.1007/978-3-319-59147-6\_15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iwann/GaliciaTMT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/TorresFLM17,
author = {Jos{\'{e}} F. Torres and
Antonio M. Fern{\'{a}}ndez and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
Jos{\'{e}} Ram{\'{o}}n {\'{A}}lvarez S{\'{a}}nchez and
F{\'{e}}lix de la Paz L{\'{o}}pez and
F. Javier Toledo{-}Moreo and
Hojjat Adeli},
title = {Deep Learning-Based Approach for Time Series Forecasting with Application
to Electricity Load},
booktitle = {Biomedical Applications Based on Natural and Artificial Computing
- International Work-Conference on the Interplay Between Natural and
Artificial Computation, {IWINAC} 2017, Corunna, Spain, June 19-23,
2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10338},
pages = {203--212},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59773-7\_21},
doi = {10.1007/978-3-319-59773-7\_21},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwinac/TorresFLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Martinez-Ballesteros16,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Jos{\'{e}} C. Riquelme},
title = {Obtaining optimal quality measures for quantitative association rules},
journal = {Neurocomputing},
volume = {176},
pages = {36--47},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2014.10.100},
doi = {10.1016/J.NEUCOM.2014.10.100},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Martinez-Ballesteros16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Martinez-Ballesteros16,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Jos{\'{e}} C. Riquelme},
title = {Improving a multi-objective evolutionary algorithm to discover quantitative
association rules},
journal = {Knowl. Inf. Syst.},
volume = {49},
number = {2},
pages = {481--509},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0911-y},
doi = {10.1007/S10115-015-0911-Y},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/Martinez-Ballesteros16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/CortesFTM16,
author = {Gualberto Asencio{-}Cort{\'{e}}s and
Emilio Florido and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {A novel methodology to predict urban traffic congestion with ensemble
learning},
journal = {Soft Comput.},
volume = {20},
number = {11},
pages = {4205--4216},
year = {2016},
url = {https://doi.org/10.1007/s00500-016-2288-6},
doi = {10.1007/S00500-016-2288-6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/CortesFTM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/FernandezTTM16,
author = {Antonio M. Fern{\'{a}}ndez and
Jos{\'{e}} F. Torres and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Oscar Luaces and
Jos{\'{e}} A. G{\'{a}}mez and
Edurne Barrenechea and
Alicia Troncoso and
Mikel Galar and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Automated Spark Clusters Deployment for Big Data with Standalone Applications
Integration},
booktitle = {Advances in Artificial Intelligence - 17th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2016, Salamanca,
Spain, September 14-16, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9868},
pages = {150--159},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44636-3\_14},
doi = {10.1007/978-3-319-44636-3\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caepia/FernandezTTM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcai/Perez-ChaconTML16,
author = {Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Ricardo L. Talavera{-}Llames and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora},
editor = {Sigeru Omatu and
Ali Selamat and
Grzegorz Bocewicz and
Pawel Sitek and
Izabela Ewa Nielsen and
Juli{\'{a}}n Alberto Garc{\'{\i}}a{-}Garc{\'{\i}}a and
Javier Bajo},
title = {Finding Electric Energy Consumption Patterns in Big Time Series Data},
booktitle = {Distributed Computing and Artificial Intelligence, 13th International
Conference, {DCAI} 2016, Sevilla, Spain, 1-3 June, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {474},
pages = {231--238},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-40162-1\_25},
doi = {10.1007/978-3-319-40162-1\_25},
timestamp = {Tue, 15 Nov 2022 15:22:37 +0100},
biburl = {https://dblp.org/rec/conf/dcai/Perez-ChaconTML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Talavera-Llames16,
author = {Ricardo L. Talavera{-}Llames and
Rub{\'{e}}n P{\'{e}}rez{-}Chac{\'{o}}n and
Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Nearest Neighbours-Based Algorithm for Big Time Series Data Forecasting},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {174--185},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_15},
doi = {10.1007/978-3-319-32034-2\_15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/Talavera-Llames16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/NepomucenoTNA16,
author = {Juan A. Nepomuceno and
Alicia Troncoso and
Isabel A. Nepomuceno{-}Chamorro and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Biclustering of Gene Expression Data Based on SimUI Semantic Similarity
Measure},
booktitle = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
pages = {685--693},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2\_57},
doi = {10.1007/978-3-319-32034-2\_57},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/NepomucenoTNA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RanaKTA16,
author = {Mashud Rana and
Irena Koprinska and
Alicia Troncoso and
Vassilios G. Agelidis},
editor = {Alessandro E. P. Villa and
Paolo Masulli and
Antonio Javier Pons Rivero},
title = {Extended Weighted Nearest Neighbor for Electricity Load Forecasting},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2016 - 25th
International Conference on Artificial Neural Networks, Barcelona,
Spain, September 6-9, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9887},
pages = {299--307},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44781-0\_36},
doi = {10.1007/978-3-319-44781-0\_36},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RanaKTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/caepia/2016,
editor = {Oscar Luaces and
Jos{\'{e}} A. G{\'{a}}mez and
Edurne Barrenechea and
Alicia Troncoso and
Mikel Galar and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Advances in Artificial Intelligence - 17th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2016, Salamanca,
Spain, September 14-16, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9868},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44636-3},
doi = {10.1007/978-3-319-44636-3},
isbn = {978-3-319-44635-6},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2016,
editor = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Hybrid Artificial Intelligent Systems - 11th International Conference,
{HAIS} 2016, Seville, Spain, April 18-20, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9648},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-32034-2},
doi = {10.1007/978-3-319-32034-2},
isbn = {978-3-319-32033-5},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hais/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/NepomucenoTA15,
author = {Juan A. Nepomuceno and
Alicia Troncoso and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Scatter search-based identification of local patterns with positive
and negative correlations in gene expression data},
journal = {Appl. Soft Comput.},
volume = {35},
pages = {637--651},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.06.019},
doi = {10.1016/J.ASOC.2015.06.019},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/NepomucenoTA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/NepomucenoLNA15,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Isabel A. Nepomuceno{-}Chamorro and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Integrating biological knowledge based on functional annotations for
biclustering of gene expression data},
journal = {Comput. Methods Programs Biomed.},
volume = {119},
number = {3},
pages = {163--180},
year = {2015},
url = {https://doi.org/10.1016/j.cmpb.2015.02.010},
doi = {10.1016/J.CMPB.2015.02.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/NepomucenoLNA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/Martinez-BallesterosBLR15,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Jaume Bacardit and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
title = {Enhancing the scalability of a genetic algorithm to discover quantitative
association rules in large-scale datasets},
journal = {Integr. Comput. Aided Eng.},
volume = {22},
number = {1},
pages = {21--39},
year = {2015},
url = {https://doi.org/10.3233/ICA-140479},
doi = {10.3233/ICA-140479},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/Martinez-BallesterosBLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LoraAR15,
author = {Alicia Troncoso Lora and
Marta Arias and
Jos{\'{e}} C. Riquelme},
title = {A multi-scale smoothing kernel for measuring time-series similarity},
journal = {Neurocomputing},
volume = {167},
pages = {8--17},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.08.099},
doi = {10.1016/J.NEUCOM.2014.08.099},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LoraAR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Garcia-Gutierrez15a,
author = {Jorge Garc{\'{\i}}a{-}Guti{\'{e}}rrez and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
title = {A comparison of machine learning regression techniques for LiDAR-derived
estimation of forest variables},
journal = {Neurocomputing},
volume = {167},
pages = {24--31},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.09.091},
doi = {10.1016/J.NEUCOM.2014.09.091},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/Garcia-Gutierrez15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LuacesDALB15,
author = {Oscar Luaces and
Jorge D{\'{\i}}ez and
Amparo Alonso{-}Betanzos and
Alicia Troncoso Lora and
Antonio Bahamonde},
title = {A factorization approach to evaluate open-response assignments in
MOOCs using preference learning on peer assessments},
journal = {Knowl. Based Syst.},
volume = {85},
pages = {322--328},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.05.019},
doi = {10.1016/J.KNOSYS.2015.05.019},
timestamp = {Fri, 04 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LuacesDALB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/CortesMMRL15,
author = {Gualberto Asencio{-}Cort{\'{e}}s and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Antonio Morales{-}Esteban and
Jorge Reyes and
Alicia Troncoso Lora},
editor = {Enrique Onieva and
Igor Santos and
Eneko Osaba and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Improving Earthquake Prediction with Principal Component Analysis:
Application to Chile},
booktitle = {Hybrid Artificial Intelligent Systems - 10th International Conference,
{HAIS} 2015, Bilbao, Spain, June 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9121},
pages = {393--404},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19644-2\_33},
doi = {10.1007/978-3-319-19644-2\_33},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/CortesMMRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuacesDATB15,
author = {Oscar Luaces and
Jorge D{\'{\i}}ez and
Amparo Alonso{-}Betanzos and
Alicia Troncoso and
Antonio Bahamonde},
title = {Including Content-Based Methods in Peer-Assessment of Open-Response
Questions},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {273--279},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.256},
doi = {10.1109/ICDMW.2015.256},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuacesDATB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/FloridoCTM15,
author = {Emilio Florido and
O. Casta{\~{n}}o and
Alicia Troncoso and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
editor = {{\'{A}}lvaro Herrero and
Javier Sedano and
Bruno Baruque and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Data Mining for Predicting Traffic Congestion and Its Application
to Spanish Data},
booktitle = {10th International Conference on Soft Computing Models in Industrial
and Environmental Applications, {SOCO} 2015, Burgos, Spain, June 2015},
series = {Advances in Intelligent Systems and Computing},
volume = {368},
pages = {341--351},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19719-7\_30},
doi = {10.1007/978-3-319-19719-7\_30},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/FloridoCTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/caepia/2015,
editor = {Jos{\'{e}} Miguel Puerta and
Jos{\'{e}} A. G{\'{a}}mez and
Bernab{\'{e}} Dorronsoro and
Edurne Barrenechea and
Alicia Troncoso and
Bruno Baruque and
Mikel Galar},
title = {Advances in Artificial Intelligence - 16th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2015, Albacete,
Spain, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9422},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24598-0},
doi = {10.1007/978-3-319-24598-0},
isbn = {978-3-319-24597-3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/Martinez-BallesterosMLR14,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
title = {Selecting the best measures to discover quantitative association rules},
journal = {Neurocomputing},
volume = {126},
pages = {3--14},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.01.056},
doi = {10.1016/J.NEUCOM.2013.01.056},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/Martinez-BallesterosMLR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RanaKL14,
author = {Mashud Rana and
Irena Koprinska and
Alicia Troncoso Lora},
title = {Forecasting hourly electricity load profile using neural networks},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {824--831},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889489},
doi = {10.1109/IJCNN.2014.6889489},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RanaKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Martinez-BallesterosMTR13,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
editor = {Jeng{-}Shyang Pan and
Marios M. Polycarpou and
Michal Wozniak and
Andr{\'{e}} C. P. L. F. de Carvalho and
H{\'{e}}ctor Quinti{\'{a}}n{-}Pardo and
Emilio Corchado},
title = {ra {A} Sensitivity Analysis for Quality Measures of Quantitative Association
Rules},
booktitle = {Hybrid Artificial Intelligent Systems - 8th International Conference,
{HAIS} 2013, Salamanca, Spain, September 11-13, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8073},
pages = {578--587},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40846-5\_58},
doi = {10.1007/978-3-642-40846-5\_58},
timestamp = {Thu, 02 Apr 2020 11:52:52 +0200},
biburl = {https://dblp.org/rec/conf/hais/Martinez-BallesterosMTR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KoprinskaRLM13,
author = {Irena Koprinska and
Mashud Rana and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez},
title = {Combining pattern sequence similarity with neural networks for forecasting
electricity demand time series},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706838},
doi = {10.1109/IJCNN.2013.6706838},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KoprinskaRLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Garcia-GutierrezMLR13,
author = {Jorge Garc{\'{\i}}a{-}Guti{\'{e}}rrez and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
editor = {{\'{A}}lvaro Herrero and
Bruno Baruque and
Fanny Klett and
Ajith Abraham and
V{\'{a}}clav Sn{\'{a}}sel and
Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho and
Pablo Garc{\'{\i}}a Bringas and
Ivan Zelinka and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {A Comparative Study of Machine Learning Regression Methods on LiDAR
Data: {A} Case Study},
booktitle = {International Joint Conference SOCO'13-CISIS'13-ICEUTE'13 - Salamanca,
Spain, September 11th-13th, 2013 Proceedings},
series = {Advances in Intelligent Systems and Computing},
volume = {239},
pages = {249--258},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-01854-6\_26},
doi = {10.1007/978-3-319-01854-6\_26},
timestamp = {Fri, 12 Aug 2022 13:44:55 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/Garcia-GutierrezMLR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/caepia/2013,
editor = {Concha Bielza and
Antonio Salmer{\'{o}}n and
Amparo Alonso{-}Betanzos and
Jos{\'{e}} Ignacio Hidalgo and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Alicia Troncoso Lora and
Emilio Corchado and
Juan M. Corchado},
title = {Advances in Artificial Intelligence - 15th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2013, Madrid, Spain,
September 17-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8109},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40643-0},
doi = {10.1007/978-3-642-40643-0},
isbn = {978-3-642-40642-3},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/AriasLR12,
author = {Marta Arias and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
editor = {V{\'{a}}clav Sn{\'{a}}sel and
Ajith Abraham and
Emilio S. Corchado Rodr{\'{\i}}guez},
title = {A Kernel for Time Series Classification: Application to Atmospheric
Pollutants},
booktitle = {Soft Computing Models in Industrial and Environmental Applications,
7th International Conference, SOCO'12, Ostrava, Czech Republic, September
5th-7th, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {188},
pages = {417--426},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32922-7\_43},
doi = {10.1007/978-3-642-32922-7\_43},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/softcomp/AriasLR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/NepomucenoLA11,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Biclustering of Gene Expression Data by Correlation-Based Scatter
Search},
journal = {BioData Min.},
volume = {4},
pages = {3},
year = {2011},
url = {https://doi.org/10.1186/1756-0381-4-3},
doi = {10.1186/1756-0381-4-3},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/NepomucenoLA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Martinez-AlvarezLRA11,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Discovery of motifs to forecast outlier occurrence in time series},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {12},
pages = {1652--1665},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2011.05.002},
doi = {10.1016/J.PATREC.2011.05.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Martinez-AlvarezLRA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Martinez-BallesterosMTR11,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
title = {An evolutionary algorithm to discover quantitative association rules
in multidimensional time series},
journal = {Soft Comput.},
volume = {15},
number = {10},
pages = {2065--2084},
year = {2011},
url = {https://doi.org/10.1007/s00500-011-0705-4},
doi = {10.1007/S00500-011-0705-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Martinez-BallesterosMTR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AlvarezLRA11,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Energy Time Series Forecasting Based on Pattern Sequence Similarity},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {23},
number = {8},
pages = {1230--1243},
year = {2011},
url = {https://doi.org/10.1109/TKDE.2010.227},
doi = {10.1109/TKDE.2010.227},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AlvarezLRA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Martinez-AlvarezTMR11,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
A. Morales{-}Esteban and
Jos{\'{e}} C. Riquelme},
editor = {Emilio Corchado and
Marek Kurzynski and
Michal Wozniak},
title = {Computational Intelligence Techniques for Predicting Earthquakes},
booktitle = {Hybrid Artificial Intelligent Systems - 6th International Conference,
{HAIS} 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6679},
pages = {287--294},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21222-2\_35},
doi = {10.1007/978-3-642-21222-2\_35},
timestamp = {Fri, 27 Dec 2019 21:23:16 +0100},
biburl = {https://dblp.org/rec/conf/hais/Martinez-AlvarezTMR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/NepomucenoLA11,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Inferring gene coexpression networks with Biclustering based on Scatter
Search},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {1091--1096},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121804},
doi = {10.1109/ISDA.2011.6121804},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/NepomucenoLA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nabic/NepomucenoLA11,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {A local search in Scatter Search for improving Biclusters},
booktitle = {Third World Congress on Nature {\&} Biologically Inspired Computing,
NaBIC 2011, Salamanca, Spain, October 19-21, 2011},
pages = {521--526},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NaBIC.2011.6089643},
doi = {10.1109/NABIC.2011.6089643},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/nabic/NepomucenoLA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Morales-EstebanMLJR10,
author = {A. Morales{-}Esteban and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
J. L. Justo and
Cristina Rubio{-}Escudero},
title = {Pattern recognition to forecast seismic time series},
journal = {Expert Syst. Appl.},
volume = {37},
number = {12},
pages = {8333--8342},
year = {2010},
url = {https://doi.org/10.1016/j.eswa.2010.05.050},
doi = {10.1016/J.ESWA.2010.05.050},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/Morales-EstebanMLJR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/Martinez-BallesterosLMR10,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Alicia Troncoso Lora and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Jos{\'{e}} C. Riquelme},
title = {Mining quantitative association rules based on evolutionary computation
and its application to atmospheric pollution},
journal = {Integr. Comput. Aided Eng.},
volume = {17},
number = {3},
pages = {227--242},
year = {2010},
url = {https://doi.org/10.3233/ICA-2010-0340},
doi = {10.3233/ICA-2010-0340},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/Martinez-BallesterosLMR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/NepomucenoLA10,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
editor = {Clara Pizzuti and
Marylyn D. Ritchie and
Mario Giacobini},
title = {Correlation-Based Scatter Search for Discovering Biclusters from Gene
Expression Data},
booktitle = {Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics,
8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6023},
pages = {122--133},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12211-8\_11},
doi = {10.1007/978-3-642-12211-8\_11},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/NepomucenoLA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/NepomucenoLA10,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
editor = {Sung Y. Shin and
Sascha Ossowski and
Michael Schumacher and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {Evolutionary metaheuristic for biclustering based on linear correlations
among genes},
booktitle = {Proceedings of the 2010 {ACM} Symposium on Applied Computing (SAC),
Sierre, Switzerland, March 22-26, 2010},
pages = {1143--1147},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1774088.1774329},
doi = {10.1145/1774088.1774329},
timestamp = {Sun, 02 Jun 2019 21:18:37 +0200},
biburl = {https://dblp.org/rec/conf/sac/NepomucenoLA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/Martinez-AlvarezLR09,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
editor = {Niall M. Adams and
C{\'{e}}line Robardet and
Arno Siebes and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Improving Time Series Forecasting by Discovering Frequent Episodes
in Sequences},
booktitle = {Advances in Intelligent Data Analysis VIII, 8th International Symposium
on Intelligent Data Analysis, {IDA} 2009, Lyon, France, August 31
- September 2, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5772},
pages = {357--368},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03915-7\_31},
doi = {10.1007/978-3-642-03915-7\_31},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/Martinez-AlvarezLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Martinez-BallesterosMLR09,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
editor = {Emilio Corchado and
Hujun Yin},
title = {Quantitative Association Rules Applied to Climatological Time Series
Forecasting},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
10th International Conference, Burgos, Spain, September 23-26, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5788},
pages = {284--291},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04394-9\_35},
doi = {10.1007/978-3-642-04394-9\_35},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Martinez-BallesterosMLR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/NepomucenoLA09,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {An Overlapping Control-Biclustering Algorithm from Gene Expression
Data},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications,
{ISDA} 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {1239--1244},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ISDA.2009.241},
doi = {10.1109/ISDA.2009.241},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/NepomucenoLA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/NepomucenoLA09,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
editor = {Visakan Kadirkamanathan and
Guido Sanguinetti and
Mark A. Girolami and
Mahesan Niranjan and
Josselin Noirel},
title = {A Hybrid Metaheuristic for Biclustering Based on Scatter Search and
Genetic Algorithms},
booktitle = {Pattern Recognition in Bioinformatics, 4th {IAPR} International Conference,
{PRIB} 2009, Sheffield, UK, September 7-9, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5780},
pages = {199--210},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04031-3\_18},
doi = {10.1007/978-3-642-04031-3\_18},
timestamp = {Sun, 02 Jun 2019 21:11:59 +0200},
biburl = {https://dblp.org/rec/conf/prib/NepomucenoLA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LoraSAS08,
author = {Alicia Troncoso Lora and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Jes{\'{u}}s S. Aguilar{-}Ruiz and
Jes{\'{u}}s Manuel Riquelme{-}Santos},
title = {Evolutionary techniques applied to the optimal short-term scheduling
of the electrical energy production},
journal = {Eur. J. Oper. Res.},
volume = {185},
number = {3},
pages = {1114--1127},
year = {2008},
url = {https://doi.org/10.1016/j.ejor.2006.06.044},
doi = {10.1016/J.EJOR.2006.06.044},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/LoraSAS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Martinez-AlvarezLRA08,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {{LBF:} {A} Labeled-Based Forecasting Algorithm and Its Application
to Electricity Price Time Series},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {453--461},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.129},
doi = {10.1109/ICDM.2008.129},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Martinez-AlvarezLRA08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/Martinez-AlvarezLSA07,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {Detection of Microcalcifications in Mammographies Based on Linear
Pixel Prediction and Support-Vector Machines},
booktitle = {20th {IEEE} International Symposium on Computer-Based Medical Systems
{(CBMS} 2007), 20-22 June 2007, Maribor, Slovenia},
pages = {141--146},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CBMS.2007.38},
doi = {10.1109/CBMS.2007.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/Martinez-AlvarezLSA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/NepomucenoLAG07,
author = {Juan A. Nepomuceno and
Alicia Troncoso Lora and
Jes{\'{u}}s S. Aguilar{-}Ruiz and
Jorge Garc{\'{\i}}a{-}Guti{\'{e}}rrez},
editor = {Hujun Yin and
Peter Ti{\~{n}}o and
Emilio Corchado and
William Byrne and
Xin Yao},
title = {Biclusters Evaluation Based on Shifting and Scaling Patterns},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
8th International Conference, Birmingham, UK, December 16-19, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4881},
pages = {840--849},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77226-2\_84},
doi = {10.1007/978-3-540-77226-2\_84},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/NepomucenoLAG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Martinez-AlvarezTRR07,
author = {Francisco Mart{\'{\i}}nez{-}{\'{A}}lvarez and
Alicia Troncoso Lora and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Jes{\'{u}}s Manuel Riquelme{-}Santos},
editor = {Hujun Yin and
Peter Ti{\~{n}}o and
Emilio Corchado and
William Byrne and
Xin Yao},
title = {Partitioning-Clustering Techniques Applied to the Electricity Price
Time Series},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
8th International Conference, Birmingham, UK, December 16-19, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4881},
pages = {990--999},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77226-2\_99},
doi = {10.1007/978-3-540-77226-2\_99},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Martinez-AlvarezTRR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/Lora06,
author = {Alicia Troncoso Lora},
title = {Advances in optimization and prediction techniques: Real-world applications},
journal = {{AI} Commun.},
volume = {19},
number = {3},
pages = {295--297},
year = {2006},
url = {http://content.iospress.com/articles/ai-communications/aic372},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aicom/Lora06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/LoraSSER03,
author = {Alicia Troncoso Lora and
Jes{\'{u}}s Manuel Riquelme{-}Santos and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Antonio G{\'{o}}mez Exp{\'{o}}sito and
Jos{\'{e}} Lu{\'{\i}}s Mart{\'{\i}}nez Ramos},
editor = {Ricardo Conejo and
Maite Urretavizcaya and
Jos{\'{e}}{-}Luis P{\'{e}}rez{-}de{-}la{-}Cruz},
title = {Time-Series Prediction: Application to the Short-Term Electric Energy
Demand},
booktitle = {Current Topics in Artificial Intelligence, 10th Conference of the
Spanish Association for Artificial Intelligence, {CAEPIA} 2003, and
5th Conference on Technology Transfer, {TTIA} 2003, San Sebastian,
Spain, November 12-14, 2003. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3040},
pages = {577--586},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-25945-9\_57},
doi = {10.1007/978-3-540-25945-9\_57},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/LoraSSER03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/LoraSRSE03,
author = {Alicia Troncoso Lora and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Jos{\'{e}} Lu{\'{\i}}s Mart{\'{\i}}nez Ramos and
Jes{\'{u}}s Manuel Riquelme{-}Santos and
Antonio G{\'{o}}mez Exp{\'{o}}sito},
editor = {Ricardo Conejo and
Maite Urretavizcaya and
Jos{\'{e}}{-}Luis P{\'{e}}rez{-}de{-}la{-}Cruz},
title = {Application of Evolutionary Computation Techniques to the Optimal
Short-Term Scheduling of the Electrical Energy Production},
booktitle = {Current Topics in Artificial Intelligence, 10th Conference of the
Spanish Association for Artificial Intelligence, {CAEPIA} 2003, and
5th Conference on Technology Transfer, {TTIA} 2003, San Sebastian,
Spain, November 12-14, 2003. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3040},
pages = {656--665},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-25945-9\_65},
doi = {10.1007/978-3-540-25945-9\_65},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/LoraSRSE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/LoraSRSE03,
author = {Alicia Troncoso Lora and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Jos{\'{e}} Lu{\'{\i}}s Mart{\'{\i}}nez Ramos and
Jes{\'{u}}s Manuel Riquelme{-}Santos and
Antonio G{\'{o}}mez Exp{\'{o}}sito},
editor = {Fernando Moura{-}Pires and
Salvador Abreu},
title = {Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production},
booktitle = {Progress in Artificial Intelligence, 11th Protuguese Conference on
Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2902},
pages = {189--203},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24580-3\_26},
doi = {10.1007/978-3-540-24580-3\_26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/LoraSRSE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/LoraSSRE02,
author = {Alicia Troncoso Lora and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Jes{\'{u}}s Manuel Riquelme{-}Santos and
Jos{\'{e}} Lu{\'{\i}}s Mart{\'{\i}}nez Ramos and
Antonio G{\'{o}}mez Exp{\'{o}}sito},
editor = {Abdelkader Hameurlain and
Rosine Cicchetti and
Roland Traunm{\"{u}}ller},
title = {Electricity Market Price Forecasting: Neural Networks versus Weighted-Distance
k Nearest Neighbours},
booktitle = {Database and Expert Systems Applications, 13th International Conference,
{DEXA} 2002, Aix-en-Provence, France, September 2-6, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2453},
pages = {321--330},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46146-9\_32},
doi = {10.1007/3-540-46146-9\_32},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/LoraSSRE02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/LoraSSER02,
author = {Alicia Troncoso Lora and
Jes{\'{u}}s Manuel Riquelme{-}Santos and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Antonio G{\'{o}}mez Exp{\'{o}}sito and
Jos{\'{e}} Lu{\'{\i}}s Mart{\'{\i}}nez Ramos},
editor = {Hujun Yin and
Nigel M. Allinson and
Richard T. Freeman and
John A. Keane and
Simon J. Hubbard},
title = {A Comparison of Two Techniques for Next-Day Electricity Price Forecasting},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2002,
Third International Conference, Manchester, UK, August 12-14, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2412},
pages = {384--390},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45675-9\_57},
doi = {10.1007/3-540-45675-9\_57},
timestamp = {Tue, 17 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/LoraSSER02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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