2018
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Pérez, E; González, L D; Sánchez, L M; Reyes, O; Ventura, S JCLAL 2.0: mejoras y nuevas funcionalidades en la herramienta Java de código abierto para el aprendizaje activo Inproceedings XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA), Granada, Spain, 2018. Links | BibTeX | Tags: Active Learning, Scalability, Software Design and Development, Spark @inproceedings{Perez2018,
title = {JCLAL 2.0: mejoras y nuevas funcionalidades en la herramienta Java de c\'{o}digo abierto para el aprendizaje activo},
author = {P'{e}rez, E. and Gonz\'{a}lez, L. D. and S\'{a}nchez, L. M. and Reyes, O. and Ventura, S.},
url = {https://sci2s.ugr.es/caepia18/proceedings/docs/CAEPIA2018_TAMIDA6.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {XVIII Conferencia de la Asociaci\'{o}n Espa\~{n}ola para la Inteligencia Artificial (CAEPIA)},
address = {Granada, Spain},
keywords = {Active Learning, Scalability, Software Design and Development, Spark},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Reyes, O; Ventura, S Evolutionary Strategy to perform Batch-Mode Active Learning on Multi-Label Data Journal Article ACM Transactions on Intelligent Systems and Technology, 9 (4), pp. 46–1, 2018. Links | BibTeX | Tags: Active Learning, Evolutionary Algorithms, Multi-label Learning @article{Reyes2018a,
title = {Evolutionary Strategy to perform Batch-Mode Active Learning on Multi-Label Data},
author = {Reyes, O. and Ventura, S.},
url = {https://dl.acm.org/citation.cfm?doid=3183892.3161606},
year = {2018},
date = {2018-01-01},
journal = {ACM Transactions on Intelligent Systems and Technology},
volume = {9},
number = {4},
pages = {46--1},
keywords = {Active Learning, Evolutionary Algorithms, Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
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2017
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Reyes, O; Morell, C; Ventura, S Effective active learning strategy for multi-label learning Journal Article Neurocomputing, In Press, 2017. Links | BibTeX | Tags: Active Learning, Multi-label Learning @article{REYES2017a,
title = {Effective active learning strategy for multi-label learning},
author = {Reyes, O. and Morell, C. and Ventura, S.},
doi = {https://doi.org/10.1016/j.neucom.2017.08.001},
year = {2017},
date = {2017-01-01},
journal = {Neurocomputing, In Press},
keywords = {Active Learning, Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
|
2016
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Reyes, O; Pérez, E; del Carmen Rodríguez-Hernández, M; Mousa Fardoun, H; Ventura, S JCLAL: a Java framework for active learning Journal Article Journal of Machine Learning Research, 17 (95), pp. 1-5, 2016. Links | BibTeX | Tags: Active Learning, Software Design and Development @article{reyes2016jclal,
title = {JCLAL: a Java framework for active learning},
author = {Reyes, O. and P'{e}rez, E. and del Carmen Rodr\^{i}guez-Hern\'{a}ndez, M. and Mousa Fardoun, H. and Ventura, S.},
url = {http://jmlr.org/papers/v17/15-347.html},
year = {2016},
date = {2016-01-01},
journal = {Journal of Machine Learning Research},
volume = {17},
number = {95},
pages = {1-5},
keywords = {Active Learning, Software Design and Development},
pubstate = {published},
tppubtype = {article}
}
|
Reyes, O; Ventura, S Estrategia efectiva para el aprendizaje activo multi-etiqueta Inproceedings XVII Conferencia de la Asociación Española para la Inteligencia Artificial, pp. 835-844, 2016. BibTeX | Tags: Active Learning, Multi-label Learning @inproceedings{reyesMLAL,
title = {Estrategia efectiva para el aprendizaje activo multi-etiqueta},
author = {Reyes, O. and Ventura, S.},
year = {2016},
date = {2016-01-01},
booktitle = {XVII Conferencia de la Asociaci\'{o}n Espa\~{n}ola para la Inteligencia Artificial},
pages = {835-844},
keywords = {Active Learning, Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pérez, E; Tamayo, S; Salazar, R; Pérez, C Active learning in the improvement of indicators of management Inproceedings Anais do IV Encontro Regional de Computação e Sistemas de Informação, ENCOSIS, pp. 1–10, Manaus, Brasil, 2016. BibTeX | Tags: Active Learning, Classification @inproceedings{Perez2016c,
title = {Active learning in the improvement of indicators of management},
author = {P'{e}rez, E. and Tamayo, S. and Salazar, R. and P'{e}rez, C},
year = {2016},
date = {2016-01-01},
booktitle = {Anais do IV Encontro Regional de Computa\c{c}\^{a}o e Sistemas de Informa\c{c}\^{a}o, ENCOSIS},
journal = {Anais do IV Encontro Regional de Computa\c{c}\^{a}o e Sistemas de Informa\c{c}\^{a}o, ENCOSIS},
pages = {1--10},
address = {Manaus, Brasil},
keywords = {Active Learning, Classification},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2015
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Pérez, E; Reyes, O; Ventura, S Aplicación del aprendizaje activo en el diagnóstico médico Inproceedings IV Encontro Regional de Computação e Sistemas de Informação (ENCOSIS-2015), 2015. Links | BibTeX | Tags: Active Learning @inproceedings{reyesAL,
title = {Aplicaci\'{o}n del aprendizaje activo en el diagn\'{o}stico m'{e}dico},
author = {P'{e}rez, E. and Reyes, O. and Ventura, S.},
url = {http://www.encosis.com.br/2015/sessoes-paralelas},
year = {2015},
date = {2015-01-01},
booktitle = {IV Encontro Regional de Computa\c{c}\^{a}o e Sistemas de Informa\c{c}\^{a}o (ENCOSIS-2015)},
keywords = {Active Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
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Pérez, E; Reyes, O Least confident sampling strategy for cardiac diseases diagnosis Inproceedings VII Conferencia Científica Internacional de la Universidad de Holguín, Holguín, Cuba, 2015. BibTeX | Tags: Active Learning @inproceedings{reyesALCOM,
title = {Least confident sampling strategy for cardiac diseases diagnosis},
author = {P'{e}rez, E. and Reyes, O.},
year = {2015},
date = {2015-01-01},
booktitle = {VII Conferencia Cient\^{i}fica Internacional de la Universidad de Holgu\^{i}n, Holgu\^{i}n, Cuba},
keywords = {Active Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pérez, E; Reyes, O Aplicación del método ponderado de densidad en problemas de clasificación Inproceedings Congreso Internacional de Matemática y Computación (COMPUMAT-2015), Habana, Cuba, 2015. BibTeX | Tags: Active Learning @inproceedings{reyesALCOM2,
title = {Aplicaci\'{o}n del m'{e}todo ponderado de densidad en problemas de clasificaci\'{o}n},
author = {P'{e}rez, E. and Reyes, O.},
year = {2015},
date = {2015-01-01},
booktitle = {Congreso Internacional de Matem\'{a}tica y Computaci\'{o}n (COMPUMAT-2015), Habana, Cuba},
keywords = {Active Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|