2023
|
Luna, J M; Kiran, R U; Fournier-Viger, P; Ventura, S Efficient Mining of Top-k High Utility Itemsets through Genetic Algorithms Journal Article Information Sciences, 2023. BibTeX | Tags: Genetic Programming, Pattern Mining @article{luna2023efficient,
title = {Efficient Mining of Top-k High Utility Itemsets through Genetic Algorithms},
author = {Luna, J. M. and Kiran, R. U. and Fournier-Viger, P. and Ventura, S.},
year = {2023},
date = {2023-01-01},
journal = {Information Sciences},
publisher = {Elsevier},
keywords = {Genetic Programming, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
2022
|
Moyano, J M; Ventura, S Auto-adaptive Grammar-Guided Genetic Programming algorithm to build Ensembles of Multi-Label Classifiers Journal Article Information Fusion, 78 , pp. 1-19, 2022, ISSN: 1566-2535. Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Genetic Programming, Multi-label Learning, Supervised Learning @article{Moyano:2022a_INFFUS,
title = {Auto-adaptive Grammar-Guided Genetic Programming algorithm to build Ensembles of Multi-Label Classifiers},
author = {Moyano, J. M. and Ventura, S.},
url = {http://www.sciencedirect.com/science/article/pii/S1566253521001469},
doi = {10.1016/j.inffus.2021.07.005},
issn = {1566-2535},
year = {2022},
date = {2022-01-01},
journal = {Information Fusion},
volume = {78},
pages = {1-19},
keywords = {Classification, Evolutionary Algorithms, Genetic Programming, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
Moyano, J M; Gibaja, E; Cios, K J; Ventura, S Tree-shaped ensemble of multi-label classifiers using grammar-guided genetic programming Inproceedings 2020 IEEE Congress on Evolutionary Computation, CEC 2020, pp. 1-8, 2020. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Multi-label Learning, Supervised Learning @inproceedings{Moyano:2020c_CEC,
title = {Tree-shaped ensemble of multi-label classifiers using grammar-guided genetic programming},
author = {Moyano, J. M. and Gibaja, E. and Cios, K. J. and Ventura, S.},
url = {https://ieeexplore.ieee.org/abstract/document/9185661},
doi = {10.1109/CEC48606.2020.9185661},
year = {2020},
date = {2020-01-01},
booktitle = {2020 IEEE Congress on Evolutionary Computation, CEC 2020},
pages = {1-8},
keywords = {Evolutionary Algorithms, Genetic Programming, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Quintero-Domínguez, L; Morell, C; Ventura, S A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming Journal Article Expert Systems with Applications, pp. 114263, 2020. Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming @article{Quintero2020,
title = {A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming},
author = {Quintero-Dom\^{i}nguez, L. and Morell, C. and Ventura, S.},
url = {https://www.sciencedirect.com/science/article/pii/S095741742030974X},
year = {2020},
date = {2020-01-01},
journal = {Expert Systems with Applications},
pages = {114263},
publisher = {Pergamon},
keywords = {Data Science, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
2018
|
Luna, J M; Reyes, O; del Jesus, M J; Ventura, S Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Genética Gramatical Inproceedings IX Simposio Teoría y Aplicaciones de Minería de Datos, CAEPIA-2018, Granada, España, pp. 815–820, 2018. BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Multi-instance Learning, Pattern Mining @inproceedings{Reyes2018k,
title = {Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Gen'{e}tica Gramatical},
author = {Luna, J. M. and Reyes, O. and del Jesus, M. J. and Ventura, S.},
year = {2018},
date = {2018-01-01},
booktitle = {IX Simposio Teor\^{i}a y Aplicaciones de Miner\^{i}a de Datos, CAEPIA-2018, Granada, Espa\~{n}a},
pages = {815--820},
keywords = {Evolutionary Algorithms, Genetic Programming, Multi-instance Learning, Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Guerrero-Enamorado, A; Morell, C; Ventura, S A gene expression programming algorithm for discovering classification rules in the multi-objective space Journal Article International Journal of Computational Intelligence Systems, 11 , pp. 540-559, 2018. Links | BibTeX | Tags: Classification, Genetic Programming @article{Guerrero-Enamorado2018540,
title = {A gene expression programming algorithm for discovering classification rules in the multi-objective space},
author = {Guerrero-Enamorado, A. and Morell, C. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045650573&doi=10.2991%2fijcis.11.1.40&partnerID=40&md5=ed025fe6f5c90cb4a35b096447dc94ae},
doi = {10.2991/ijcis.11.1.40},
year = {2018},
date = {2018-01-01},
journal = {International Journal of Computational Intelligence Systems},
volume = {11},
pages = {540-559},
keywords = {Classification, Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
2017
|
Cano, A; Ventura, S; Cios, K J Multi-Objective Genetic Programming for Feature Extraction and Data Visualization Journal Article Soft Computing, 21 (8), pp. 2069–2089, 2017. Links | BibTeX | Tags: Classification, Genetic Programming @article{Cano-2017-SOCO-MOGPFEV,
title = {Multi-Objective Genetic Programming for Feature Extraction and Data Visualization},
author = {Cano, A. and Ventura, S. and Cios, K. J.},
url = {http://dx.doi.org/10.1007/s00500-015-1907-y},
doi = {10.1007/s00500-015-1907-y},
year = {2017},
date = {2017-01-01},
journal = {Soft Computing},
volume = {21},
number = {8},
pages = {2069--2089},
keywords = {Classification, Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
Luna, J M; Padillo, F; Ventura, S Minería de reglas de asociación excepcionales extraídas con algoritmos evolutivos Inproceedings XI Congreso Espa~nol sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 127-136, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna:MAEB16:16,
title = {Miner\^{i}a de reglas de asociaci\'{o}n excepcionales extra\^{i}das con algoritmos evolutivos},
author = {Luna, J. M. and Padillo, F. and Ventura, S.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {XI Congreso Espa~nol sobre Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},
pages = {127-136},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Pechenizkiy, M; Ventura, S Mining exceptional relationships with grammar-guided genetic programming Journal Article Knowledge and Information Systems, 47 (3), pp. 571–594, 2016. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{LunaPV16,
title = {Mining exceptional relationships with grammar-guided genetic programming},
author = {Luna, J. M. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-015-0859-y},
doi = {10.1007/s10115-015-0859-y},
year = {2016},
date = {2016-01-01},
journal = {Knowledge and Information Systems},
volume = {47},
number = {3},
pages = {571--594},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Ventura, S; Luna, J M Pattern Mining with Evolutionary Algorithms Book Springer, 2016, ISBN: 978-3-319-33857-6. Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning @book{VenturaL16,
title = {Pattern Mining with Evolutionary Algorithms},
author = {Ventura, S. and Luna, J. M.},
url = {http://dx.doi.org/10.1007/978-3-319-33858-3},
doi = {10.1007/978-3-319-33858-3},
isbn = {978-3-319-33857-6},
year = {2016},
date = {2016-01-01},
publisher = {Springer},
keywords = {Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning},
pubstate = {published},
tppubtype = {book}
}
|
2015
|
Luna, J M; Cano, A; Ventura, S Genetic Programming for Mining Association Rules in Relational Database Environments Incollection Handbook of Genetic Programming Applications, pp. 431-450, Springer International Publishing, 2015, ISBN: 978-3-319-20882-4. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @incollection{Gandomi:2015,
title = {Genetic Programming for Mining Association Rules in Relational Database Environments},
author = {Luna, J. M. and Cano, A. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-319-20883-1_17},
isbn = {978-3-319-20882-4},
year = {2015},
date = {2015-01-01},
booktitle = {Handbook of Genetic Programming Applications},
pages = {431-450},
publisher = {Springer International Publishing},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
Luna, J M; Romero, C; Romero, J R; Ventura, S An evolutionary algorithm for the discovery of rare class association rules in learning management systems Journal Article Applied Intelligence, 42 (3), pp. 501-513, 2015. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2015-APIN,
title = {An evolutionary algorithm for the discovery of rare class association rules in learning management systems},
author = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10489-014-0603-4},
doi = {10.1007/s10489-014-0603-4},
year = {2015},
date = {2015-01-01},
journal = {Applied Intelligence},
volume = {42},
number = {3},
pages = {501-513},
keywords = {Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Cano, A; Ventura, S An Evolutionary Self-Adaptive Algorithm for Mining Association Rules Incollection Data Mining: Principles, Applications and Emerging Challenges, Nova Publishers, 2015, ISBN: 978-1-63463-770-1. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @incollection{Luna-2015-Book,
title = {An Evolutionary Self-Adaptive Algorithm for Mining Association Rules},
author = {Luna, J. M. and Cano, A. and Ventura, S.},
url = {https://www.novapublishers.com/catalog/product_info.php?products_id=53111},
isbn = {978-1-63463-770-1},
year = {2015},
date = {2015-01-01},
booktitle = {Data Mining: Principles, Applications and Emerging Challenges},
publisher = {Nova Publishers},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
Cano, A; Luna, J M; Zafra, A; Ventura, S A Classification Module for Genetic Programming Algorithms in JCLEC Journal Article Journal of Machine Learning Research, 16 , pp. 491-494, 2015. Links | BibTeX | Tags: Classification, Genetic Programming @article{Luna-2015-JMLR,
title = {A Classification Module for Genetic Programming Algorithms in JCLEC},
author = {Cano, A. and Luna, J. M. and Zafra, A. and Ventura, S.},
url = {http://jmlr.org/papers/volume16/cano15a/cano15a.pdf},
year = {2015},
date = {2015-01-01},
journal = {Journal of Machine Learning Research},
volume = {16},
pages = {491-494},
keywords = {Classification, Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
Pinheiro, D; Cano, A; Ventura, S Synthesis of In-Place Iterative Sorting Algorithms Using GP: A Comparison Between STGP, SFGP, G3P and GE Inproceedings Proceedings of the 17th Portuguese Conference on Artificial Intelligence, pp. 305–310, 2015. BibTeX | Tags: Genetic Programming @inproceedings{Pinheiro-2015-EPIA,
title = {Synthesis of In-Place Iterative Sorting Algorithms Using GP: A Comparison Between STGP, SFGP, G3P and GE},
author = {Pinheiro, D. and Cano, A. and Ventura, S.},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 17th Portuguese Conference on Artificial Intelligence},
pages = {305--310},
keywords = {Genetic Programming},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Sanchez, J A; Luna, J M; Ventura, S Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal Inproceedings X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 119-126, 2015. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Sanchez-2015-MAEB,
title = {Modelo de Reglas de Asociaci\'{o}n para el Diagn\'{o}stico de Prestaciones en el Servicio P\'{u}blico de Empleo Estatal},
author = {Sanchez, J. A. and Luna, J. M. and Ventura, S.},
year = {2015},
date = {2015-01-01},
booktitle = {X Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {119-126},
series = {MAEB'15},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2014
|
Cano, A; Ventura, S GPU-parallel SubTree interpreter for genetic programming Inproceedings Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO'14, pp. 887-893, 2014. Links | BibTeX | Tags: Genetic Programming, GP-GPU @inproceedings{Cano-2014-GECCO,
title = {GPU-parallel SubTree interpreter for genetic programming},
author = {Cano, A. and Ventura, S.},
url = {http://dx.doi.org/10.1145/2576768.2598272},
doi = {10.1145/2576768.2598272},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO'14},
pages = {887-893},
keywords = {Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm Journal Article Integrated Computer Aided Engineering, 21 (4), pp. 321-337, 2014. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2014-ICAE,
title = {Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://iospress.metapress.com/content/4170361m2628p781/},
doi = {10.3233/ICA-140467},
year = {2014},
date = {2014-01-01},
journal = {Integrated Computer Aided Engineering},
volume = {21},
number = {4},
pages = {321-337},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S On the adaptability of G3PARM to the extraction of rare association rules Journal Article Knowledge and Information Systems, 38 (2), pp. 391-418, 2014. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2014-KAIS,
title = {On the adaptability of G3PARM to the extraction of rare association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-012-0591-9},
doi = {10.1007/s10115-012-0591-9},
year = {2014},
date = {2014-01-01},
journal = {Knowledge and Information Systems},
volume = {38},
number = {2},
pages = {391-418},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery Journal Article IEEE Transactions on Cybernetics, 44 (12), pp. 2329-2341, 2014, ISSN: 2168-2267. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery @article{LunaSD:2014,
title = {On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6756991},
doi = {10.1109/TCYB.2014.2306819},
issn = {2168-2267},
year = {2014},
date = {2014-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {44},
number = {12},
pages = {2329-2341},
keywords = {Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {article}
}
|
2013
|
Cano, A; Zafra, A; Gibaja, E; Ventura, S A grammar-guided genetic programming algorithm for multi-label classification Journal Article 7831 LNCS , pp. 217-228, 2013. Links | BibTeX | Tags: Classification, Genetic Programming, Multi-label Learning @article{Cano-2013-EUROGP,
title = {A grammar-guided genetic programming algorithm for multi-label classification},
author = {Cano, A. and Zafra, A. and Gibaja, E. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-37207-0_19},
doi = {10.1007/978-3-642-37207-0_19},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 16th European Conference on Genetic Programming, EuroGP'13},
volume = {7831 LNCS},
pages = {217-228},
keywords = {Classification, Genetic Programming, Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S Grammar-based multi-objective algorithms for mining association rules Journal Article Data and Knowledge Engineering, 86 , pp. 19-37, 2013. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Unsupervised Learning @article{Luna-2013-DKE,
title = {Grammar-based multi-objective algorithms for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.datak.2013.01.002},
doi = {10.1016/j.datak.2013.01.002},
year = {2013},
date = {2013-01-01},
journal = {Data and Knowledge Engineering},
volume = {86},
pages = {19-37},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S Discovering Subgroups by means of Genetic Programming Inproceedings Proceedings of the 16th European Conference on Genetic Programming, pp. 121-132, Vienna, Austria, 2013. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery @inproceedings{Luna-2013-EUROGP,
title = {Discovering Subgroups by means of Genetic Programming},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-37207-0_11},
doi = {10.1007/978-3-642-37207-0_11},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 16th European Conference on Genetic Programming},
pages = {121-132},
address = {Vienna, Austria},
series = {EuroGP'13},
keywords = {Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Romero, C; Romero, J R; Ventura, S Extracción de reglas de asociación frecuentes en bases de datos relacionales Inproceedings IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 753-762, Madrid, España, 2013. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2013-MAEB,
title = {Extracci\'{o}n de reglas de asociaci\'{o}n frecuentes en bases de datos relacionales},
author = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},
year = {2013},
date = {2013-01-01},
booktitle = {IX Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {753-762},
address = {Madrid, Espa\~{n}a},
series = {MAEB'13},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2012
|
Cano, A; Zafra, A; Ventura, S Speeding up the evaluation phase of GP classification algorithms on GPUs Journal Article Soft Computing, 16 (2), pp. 187-202, 2012. Links | BibTeX | Tags: Classification, Genetic Programming, GP-GPU @article{Cano-2012-SOCO,
title = {Speeding up the evaluation phase of GP classification algorithms on GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s00500-011-0713-4},
doi = {10.1007/s00500-011-0713-4},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {2},
pages = {187-202},
keywords = {Classification, Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules Journal Article Knowledge and Information Systems, 32 (1), pp. 53-76, 2012. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna:2012,
title = {Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://link.springer.com/article/10.1007/s10115-011-0419-z},
doi = {10.1007/s10115-011-0419-z},
year = {2012},
date = {2012-01-01},
journal = {Knowledge and Information Systems},
volume = {32},
number = {1},
pages = {53-76},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S A genetic programming free-parameter algorithm for mining association rules Inproceedings Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, pp. 64-69, Kochi, India, 2012. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2012-ISDA,
title = {A genetic programming free-parameter algorithm for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6416514},
doi = {10.1109/ISDA.2012.6416514},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications},
pages = {64-69},
address = {Kochi, India},
series = {ISDA'12},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Olmo, J L; Romero, J R; Ventura, S Minería de reglas de asociación poco frecuentes con programación genética Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 181-188, Albacete, España, 2012. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2012-MAEB,
title = {Miner\^{i}a de reglas de asociaci\'{o}n poco frecuentes con programaci\'{o}n gen'{e}tica},
author = {Luna, J. M. and Olmo, J. L. and Romero, J. R. and Ventura, S.},
year = {2012},
date = {2012-01-01},
booktitle = {VIII Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {181-188},
address = {Albacete, Espa\~{n}a},
series = {MAEB'12},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ramírez, A; Luna, J M; Romero, J R; Ventura, S Detección de intrusos con reglas de asociación: un estudio preliminar Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 235-242, Albacete, España, 2012. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining @inproceedings{Ramirez-2012-MAEB,
title = {Detecci\'{o}n de intrusos con reglas de asociaci\'{o}n: un estudio preliminar},
author = {Ram\^{i}rez, A. and Luna, J. M. and Romero, J. R. and Ventura, S.},
year = {2012},
date = {2012-01-01},
booktitle = {VIII Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {235-242},
address = {Albacete, Espa\~{n}a},
series = {MAEB'12},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ventura, S Genetic Programming: New Approaches and Successful Applications Book 1st, InTech, 2012, ISBN: 978-953-51-0809-2. Links | BibTeX | Tags: Genetic Programming @book{Ventura2012,
title = {Genetic Programming: New Approaches and Successful Applications},
author = {Ventura, S.},
url = {http://www.intechopen.com/books/genetic-programming-new-approaches-and-successful-applications},
isbn = {978-953-51-0809-2},
year = {2012},
date = {2012-01-01},
publisher = {InTech},
edition = {1st},
keywords = {Genetic Programming},
pubstate = {published},
tppubtype = {book}
}
|
2011
|
Cano, A; Zafra, A; Ventura, S A parallel genetic programming algorithm for classification Inproceedings Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS'11, pp. 172-181, 2011. Links | BibTeX | Tags: Classification, Genetic Programming, GP-GPU @inproceedings{Cano-2011-HAIS_2,
title = {A parallel genetic programming algorithm for classification},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-21219-2-23},
doi = {10.1007/978-3-642-21219-2-23},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS'11},
volume = {6678},
number = {1},
pages = {172-181},
keywords = {Classification, Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
Luna, J M; Romero, J R; Ventura, S Mining and Representing Rare Association Rules through the Use of Genetic Programming Inproceedings Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing, pp. 86-91, Salamanca, Spain, 2011. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2011-NABIC,
title = {Mining and Representing Rare Association Rules through the Use of Genetic Programming},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6089422},
doi = {10.1109/NaBIC.2011.6089422},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing},
pages = {86-91},
address = {Salamanca, Spain},
series = {NaBIC 2011},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2010
|
Cano, A; Zafra, A; Ventura, S Solving classification problems using genetic programming algorithms on GPUs Inproceedings Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, HAIS'10, pp. 17-26, 2010. Links | BibTeX | Tags: Classification, Genetic Programming, GP-GPU @inproceedings{Cano-2010-HAIS,
title = {Solving classification problems using genetic programming algorithms on GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-13803-4_3},
doi = {10.1007/978-3-642-13803-4_3},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, HAIS'10},
volume = {6077 LNAI},
number = {PART 2},
pages = {17-26},
keywords = {Classification, Genetic Programming, GP-GPU},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Espejo, P G; Ventura, S; Herrera, F A survey on the application of genetic programming to classification Journal Article IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 40 (2), pp. 121-144, 2010. Links | BibTeX | Tags: Classification, Genetic Programming @article{Espejo-2010-CYB,
title = {A survey on the application of genetic programming to classification},
author = {Espejo, P. G. and Ventura, S. and Herrera, F.},
url = {http://dx.doi.org/10.1109/TSMCC.2009.2033566},
doi = {10.1109/TSMCC.2009.2033566},
year = {2010},
date = {2010-01-01},
journal = {IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews},
volume = {40},
number = {2},
pages = {121-144},
keywords = {Classification, Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules Inproceedings Proceedings of the IEEE Congress on Evolutionary Computation, pp. 2586–2593, Barcelona, Spain, 2010. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{G3PARM:2010,
title = {G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5586504},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation},
pages = {2586--2593},
address = {Barcelona, Spain},
series = {IEEE CEC 2010},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Romero, J R; Ventura, S Analysis of the Effectiveness of G3PARM Algorithm Inproceedings Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, pp. 27-34, San Sebastian, Spain, 2010. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2010-HAIS,
title = {Analysis of the Effectiveness of G3PARM Algorithm},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-13803-4_4},
doi = {10.1007/978-3-642-13803-4_4},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems},
pages = {27-34},
address = {San Sebastian, Spain},
series = {HAIS'10},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|