2022
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Alcalde-Llergo, J M; García-Martínez, C; Vaquero-Abellán, M; Aparicio-Martínez, P; Yeguas-Bolívar, E Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules Inproceedings 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), pp. 568–573, IEEE 2022. BibTeX | Tags: Classification Rules, Feature Selection @inproceedings{alcalde2022analysing,
title = {Analysing the Needs of Homeless People Using Feature Selection and Mining Association Rules},
author = {Alcalde-Llergo, J. M. and Garc\^{i}a-Mart\^{i}nez, C. and Vaquero-Abell\'{a}n, M. and Aparicio-Mart\^{i}nez, P. and Yeguas-Bol\^{i}var, E.},
year = {2022},
date = {2022-01-01},
booktitle = {2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)},
pages = {568--573},
organization = {IEEE},
keywords = {Classification Rules, Feature Selection},
pubstate = {published},
tppubtype = {inproceedings}
}
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2021
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Barbudo, R; Ramírez, A; Servant, F; Romero, J R GEML: A grammar-based evolutionary machine learning approach for design-pattern detection Journal Article Journal of Systems and Software, 175 , pp. 110919, 2021. Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering @article{barbudo2021geml,
title = {GEML: A grammar-based evolutionary machine learning approach for design-pattern detection},
author = {Barbudo, R. and Ram\^{i}rez, A. and Servant, F. and Romero, J. R.},
url = {http://doi.org/10.1016/j.jss.2021.110919},
doi = {10.1016/j.jss.2021.110919},
year = {2021},
date = {2021-01-01},
journal = {Journal of Systems and Software},
volume = {175},
pages = {110919},
publisher = {Elsevier url=https://www.sciencedirect.com/science/article/pii/S0164121221000169},
keywords = {Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering},
pubstate = {published},
tppubtype = {article}
}
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Romero, J R; Barbudo, R; Ramírez, A; Servant, F Detección de patrones de diseño con GEML: discusión y enfoque práctico Inproceedings XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD), 2021. Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering @inproceedings{romero2021jisbd,
title = {Detecci\'{o}n de patrones de dise\~{n}o con GEML: discusi\'{o}n y enfoque pr\'{a}ctico},
author = {Romero, J. R. and Barbudo, R. and Ram\^{i}rez, A. and Servant, F.},
url = {https://hdl.handle.net/11705/JISBD/2021/058},
year = {2021},
date = {2021-01-01},
booktitle = {XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD)},
keywords = {Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
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2020
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García-Martínez, C; Ventura, S Multi-view learning and genetic programming to obtain interpretable rule-based classifiers for semi-supervised contexts. Lessons learnt. Journal Article International Journal of Computational Intelligence Systems, 13 (1), pp. 576-590, 2020. Links | BibTeX | Tags: Classification Rules, Genetic Algorithms, Multi-view Learning, Semi-supervised Learning @article{Garcia2020,
title = {Multi-view learning and genetic programming to obtain interpretable rule-based classifiers for semi-supervised contexts. Lessons learnt.},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Ventura, S.},
url = {https://www.atlantis-press.com/journals/ijcis/125940875},
year = {2020},
date = {2020-01-01},
journal = {International Journal of Computational Intelligence Systems},
volume = {13},
number = {1},
pages = {576-590},
keywords = {Classification Rules, Genetic Algorithms, Multi-view Learning, Semi-supervised Learning},
pubstate = {published},
tppubtype = {article}
}
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2018
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Barbudo, R; Romero, J R; Ventura, S Aprendizaje automático con programación genética gramatical para la detección de patrones de diseño Inproceedings Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial - XI Congreso Espa~nol sobre Metaheur'isticas, Algoritmos Evolutivos y Bioinspirados (CAEPIA 2018), 2018. Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development @inproceedings{Barbudo-2018-CAEPIA,
title = {Aprendizaje autom\'{a}tico con programaci\'{o}n gen'{e}tica gramatical para la detecci\'{o}n de patrones de dise\~{n}o},
author = {Barbudo, R. and Romero, J. R. and Ventura, S.},
url = {https://sci2s.ugr.es/caepia18/proceedings/docs/CAEPIA2018_paper_114.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial - XI Congreso Espa~nol sobre Metaheur'isticas, Algoritmos Evolutivos y Bioinspirados (CAEPIA 2018)},
keywords = {Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cano, A; Krawczyk, B Learning classification rules with differential evolution for high-speed data stream mining on GPUs Inproceedings IEEE Congress on Evolutionary Computation, pp. 197-204, 2018. BibTeX | Tags: Classification, Classification Rules, GP-GPU @inproceedings{2018-IEEE-CEC,
title = {Learning classification rules with differential evolution for high-speed data stream mining on GPUs},
author = {Cano, A. and Krawczyk, B.},
year = {2018},
date = {2018-01-01},
booktitle = {IEEE Congress on Evolutionary Computation},
pages = {197-204},
keywords = {Classification, Classification Rules, GP-GPU},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2017
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García-Martínez, C; Ventura, S Multi-view semi-supervised learning using genetic programming interpretable classification rules Inproceedings Proceedings of the IEEE Congress on Evolutionary Computation, pp. 573-579, San Sebastian, Spain, 2017. BibTeX | Tags: Classification Rules, Grammar-Based Genetic Programming, Multi-view Learning @inproceedings{CGarcia-CEC-2017,
title = {Multi-view semi-supervised learning using genetic programming interpretable classification rules},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Ventura, S.},
year = {2017},
date = {2017-07-07},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation},
pages = {573-579},
address = {San Sebastian, Spain},
series = {IEEE CEC 2017},
keywords = {Classification Rules, Grammar-Based Genetic Programming, Multi-view Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2014
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Pedraza, J A; García-Martínez, C; Cano, A; Ventura, S Classification rule mining with iterated greedy Inproceedings Proceedings of the 9th International Conference on Hybrid Artificial Intelligent Systems, HAIS'14, pp. 585-596, 2014. Links | BibTeX | Tags: Classification, Classification Rules @inproceedings{Pedraza-2014-HAIS,
title = {Classification rule mining with iterated greedy},
author = {Pedraza, J. A. and Garc\^{i}a-Mart\^{i}nez, C. and Cano, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-319-07617-1_51},
doi = {10.1007/978-3-319-07617-1_51},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the 9th International Conference on Hybrid Artificial Intelligent Systems, HAIS'14},
volume = {8480 LNAI},
pages = {585-596},
keywords = {Classification, Classification Rules},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2013
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Cano, A; Zafra, A; Ventura, S An interpretable classification rule mining algorithm Journal Article Information Sciences, 240 , pp. 1-20, 2013. Links | BibTeX | Tags: Classification, Classification Rules, Evolutionary Algorithms @article{Cano-2013-INS,
title = {An interpretable classification rule mining algorithm},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.ins.2013.03.038},
doi = {10.1016/j.ins.2013.03.038},
year = {2013},
date = {2013-01-01},
journal = {Information Sciences},
volume = {240},
pages = {1-20},
keywords = {Classification, Classification Rules, Evolutionary Algorithms},
pubstate = {published},
tppubtype = {article}
}
|
2011
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Cano, A; Zafra, A; Ventura, S An EP algorithm for learning highly interpretable classifiers Inproceedings Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11, pp. 325-330, 2011. Links | BibTeX | Tags: Classification, Classification Rules, Genetic Programming @inproceedings{Cano-2011-ISDA,
title = {An EP algorithm for learning highly interpretable classifiers},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2011.6121676},
doi = {10.1109/ISDA.2011.6121676},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11},
pages = {325-330},
keywords = {Classification, Classification Rules, Genetic Programming},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Romero, J R; Ventura, S Using ant programming guided by grammar for building rule-based classifiers Journal Article IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 41 (6), pp. 1585-1599, 2011. Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules @article{Olmo-2011-CYB,
title = {Using ant programming guided by grammar for building rule-based classifiers},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TSMCB.2011.2157681},
doi = {10.1109/TSMCB.2011.2157681},
year = {2011},
date = {2011-01-01},
journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics},
volume = {41},
number = {6},
pages = {1585-1599},
keywords = {Ant Programming, Classification, Classification Rules},
pubstate = {published},
tppubtype = {article}
}
|
2010
|
Ávila, J L; Gibaja, E; Ventura, S Evolving multi-label classification rules with gene expression programming: a preliminary study Inproceedings International Conference on Hybrid Artificial Intelligence Systems, pp. 9–16, Springer 2010. BibTeX | Tags: Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning @inproceedings{avila2010evolving,
title = {Evolving multi-label classification rules with gene expression programming: a preliminary study},
author = {\'{A}vila, J. L. and Gibaja, E. and Ventura, S.},
year = {2010},
date = {2010-01-01},
booktitle = {International Conference on Hybrid Artificial Intelligence Systems},
pages = {9--16},
organization = {Springer},
keywords = {Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Romero, J R; Ventura, S A grammar based ant programming algorithm for mining classification rules Inproceedings Proceedings of the IEEE World Congress on Computational Intelligence, WCCI'10, 2010. Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules @inproceedings{Olmo-2010-WCCI,
title = {A grammar based ant programming algorithm for mining classification rules},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/CEC.2010.5586492},
doi = {10.1109/CEC.2010.5586492},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the IEEE World Congress on Computational Intelligence, WCCI'10},
keywords = {Ant Programming, Classification, Classification Rules},
pubstate = {published},
tppubtype = {inproceedings}
}
|