2015
|
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}
}
|
Rodríguez-Díaz, F J; Lozano, M; García-Martínez, C Un algoritmo de colonias de abejas artificiales para el problema de agrupación de máxima diversidad Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15), pp. 211–218, 2015. BibTeX | Tags: Bioinspired algorithms, Metaheuristics @inproceedings{Rodriguez-Diaz2015,
title = {Un algoritmo de colonias de abejas artificiales para el problema de agrupaci\'{o}n de m\'{a}xima diversidad},
author = {Rodr\^{i}guez-D\^{i}az, F. J. and Lozano, M. and Garc\^{i}a-Mart\^{i}nez, C.},
year = {2015},
date = {2015-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15)},
pages = {211--218},
keywords = {Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Salado-Cid, R; Luque, G; Romero, J R Sistema de gestión de flujos de trabajo para la definición visual de aplicaciones basadas en algoritmos evolutivos Inproceedings XVI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA'15), pp. 261-270, 2015, ISBN: 978-84-608-4099-2. Links | BibTeX | Tags: Evolutionary Algorithms, Scientific workflows @inproceedings{Salado-Cid2015-CAEPIA,
title = {Sistema de gesti\'{o}n de flujos de trabajo para la definici\'{o}n visual de aplicaciones basadas en algoritmos evolutivos},
author = {Salado-Cid, R. and Luque, G. and Romero, J. R.},
url = {http://simd.albacete.org/actascaepia15/},
isbn = {978-84-608-4099-2},
year = {2015},
date = {2015-01-01},
booktitle = {XVI Conferencia de la Asociaci\'{o}n Espa\~{n}ola para la Inteligencia Artificial (CAEPIA'15)},
pages = {261-270},
keywords = {Evolutionary Algorithms, Scientific workflows},
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}
}
|
Zapata, A; Menéndez, V H; Prieto, M E; Romero, C Evaluation and selection of group recommendation strategies for collaborative searching of learning objects Journal Article International Journal of Human Computer Studies, 76 , pp. 22-39, 2015. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{Zapata-2015-IJHCS,
title = {Evaluation and selection of group recommendation strategies for collaborative searching of learning objects},
author = {Zapata, A. and Men'{e}ndez, V. H. and Prieto, M. E. and Romero, C.},
url = {http://dx.doi.org/10.1016/j.ijhcs.2014.12.002},
doi = {10.1016/j.ijhcs.2014.12.002},
year = {2015},
date = {2015-01-01},
journal = {International Journal of Human Computer Studies},
volume = {76},
pages = {22-39},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
Cano, A; Zafra, A; Ventura, S Speeding up multiple instance learning classification rules on GPUs Journal Article Knowledge and Information Systems, 44 (1), pp. 127–145, 2015. Links | BibTeX | Tags: GP-GPU, Multi-instance Learning @article{Cano-2015-KAIS,
title = {Speeding up multiple instance learning classification rules on GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-014-0752-0},
doi = {10.1007/s10115-014-0752-0},
year = {2015},
date = {2015-01-01},
journal = {Knowledge and Information Systems},
volume = {44},
number = {1},
pages = {127--145},
keywords = {GP-GPU, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Gibaja, E; Ventura, S A Tutorial on Multilabel Learning Journal Article ACM Comput. Surv., 47 (3), pp. 52, 2015. Links | BibTeX | Tags: Classification, Multi-label Learning @article{DBLP:journals/csur/GibajaV15,
title = {A Tutorial on Multilabel Learning},
author = {Gibaja, E. and Ventura, S.},
url = {http://doi.acm.org/10.1145/2716262},
doi = {10.1145/2716262},
year = {2015},
date = {2015-01-01},
journal = {ACM Comput. Surv.},
volume = {47},
number = {3},
pages = {52},
keywords = {Classification, Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
|
Tang, T Y; Daniel, B K; Romero, C Recommender systems in social and online learning environments Journal Article Expert Systems, 32 (2), pp. 261–263, 2015. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{DBLP:journals/es/TangDR15,
title = {Recommender systems in social and online learning environments},
author = {Tang, T. Y. and Daniel, B. K. and Romero, C.},
url = {http://dx.doi.org/10.1111/exsy.12058},
doi = {10.1111/exsy.12058},
year = {2015},
date = {2015-01-01},
journal = {Expert Systems},
volume = {32},
number = {2},
pages = {261--263},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
Zapata, A; Menéndez, V H; Prieto, M E; Romero, C Evaluation and selection of group recommendation strategies for collaborative searching of learning objects Journal Article Int. J. Hum.-Comput. Stud., 76 , pp. 22–39, 2015. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{DBLP:journals/iJ.,
title = {Evaluation and selection of group recommendation strategies for collaborative searching of learning objects},
author = {Zapata, A. and Men'{e}ndez, V. H. and Prieto, M. E. and Romero, C.},
url = {http://dx.doi.org/10.1016/j.ijhcs.2014.12.002},
doi = {10.1016/j.ijhcs.2014.12.002},
year = {2015},
date = {2015-01-01},
journal = {Int. J. Hum.-Comput. Stud.},
volume = {76},
pages = {22--39},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, C; Gibaja, E; Ventura, S Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets Journal Article Int. J. Computational Intelligence Systems, 8 (6), pp. 1144–1164, 2015. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{DBLP:journals/ijcisys/OlmoRGV15,
title = {Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets},
author = {Olmo, J. L. and Romero, C. and Gibaja, E. and Ventura, S.},
url = {http://dx.doi.org/10.1080/18756891.2015.1113748},
doi = {10.1080/18756891.2015.1113748},
year = {2015},
date = {2015-01-01},
journal = {Int. J. Computational Intelligence Systems},
volume = {8},
number = {6},
pages = {1144--1164},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Delgado-Osuna, J A; Lozano, M; García-Martínez, C Algoritmo de colonias de abejas artificiales para la composición de equipos médicos Inproceedings Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA'15), pp. 199–208, 2015. Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics @inproceedings{Delgado-Osuna2015,
title = {Algoritmo de colonias de abejas artificiales para la composici\'{o}n de equipos m'{e}dicos},
author = {Delgado-Osuna, J. A. and Lozano, M. and Garc\^{i}a-Mart\^{i}nez, C.},
url = {http://simd.albacete.org/actascaepia15/papers/00199.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Conferencia de la Asociaci\'{o}n Espa\~{n}ola para la Inteligencia Artificial (CAEPIA'15)},
pages = {199--208},
keywords = {Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
García-Martínez, C; Blum, C; Rodríguez-Díaz, F J; Lozano, M El problema de los cortafuegos. Resultados con métodos heurísticos y con programación lineal entera Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15), pp. 43–50, 2015. BibTeX | Tags: Metaheuristics @inproceedings{Garcia-Martinez2015a,
title = {El problema de los cortafuegos. Resultados con m'{e}todos heur\^{i}sticos y con programaci\'{o}n lineal entera},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Blum, C. and Rodr\^{i}guez-D\^{i}az, F. J. and Lozano, M.},
year = {2015},
date = {2015-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15)},
pages = {43--50},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Gibaja, E; Moyano, J M; Ventura, S Combinación de vistas para clasificación multi-etiqueta: estudio preliminar Inproceedings XVI Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA'15, pp. 759–768, 2015. Links | BibTeX | Tags: Classification, Multi-label Learning, Multi-view Learning @inproceedings{Gibaja2015_CAEPIA,
title = {Combinaci\'{o}n de vistas para clasificaci\'{o}n multi-etiqueta: estudio preliminar},
author = {Gibaja, E. and Moyano, J. M. and Ventura, S.},
url = {http://simd.albacete.org/actascaepia15/papers/00759.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {XVI Conferencia de la Asociaci\'{o}n Espa\~{n}ola para la Inteligencia Artificial, CAEPIA'15},
pages = {759--768},
keywords = {Classification, Multi-label Learning, Multi-view Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lozano, M; Rodríguez-Díaz, F J; García-Martínez, C Una metaheurísticas multiarranque para el problema de la partición entera común mínima Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15), pp. 75–82, 2015. BibTeX | Tags: Metaheuristics @inproceedings{Lozano2015a,
title = {Una metaheur\^{i}sticas multiarranque para el problema de la partici\'{o}n entera com\'{u}n m\^{i}nima},
author = {Lozano, M. and Rodr\^{i}guez-D\^{i}az, F. J. and Garc\^{i}a-Mart\^{i}nez, C.},
year = {2015},
date = {2015-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15)},
pages = {75--82},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
Jiménez, M A; Luna, J M; Romero, C; Ventura, S Discovering clues to avoid middle school failure at early stages Inproceedings Proceedings of the 5th International Conference on Learning Analytics and Knowledge, pp. 300-304, 2015, ISBN: 978-1-4503-3417-4. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @inproceedings{Luna-2015-LAK,
title = {Discovering clues to avoid middle school failure at early stages},
author = {Jim'{e}nez, M. A. and Luna, J. M. and Romero, C. and Ventura, S.},
url = {http://dl.acm.org/citation.cfm?id=2723597&dl=ACM&coll=DL&CFID=501310898&CFTOKEN=38124969},
doi = {10.1145/2723576.2723597},
isbn = {978-1-4503-3417-4},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 5th International Conference on Learning Analytics and Knowledge},
pages = {300-304},
series = {LAK '15},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Moyano, J M; Gibaja, E; Cano, A; Luna, J M; Ventura, S Diseño automático de multi-clasificadores basados en proyecciones de etiquetas Inproceedings XVI Conferencia de la Asociación Española para la Inteligencia Artificial, pp. 355–365, 2015. Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning @inproceedings{Moyano2015b_CAEPIA,
title = {Dise\~{n}o autom\'{a}tico de multi-clasificadores basados en proyecciones de etiquetas},
author = {Moyano, J. M. and Gibaja, E. and Cano, A. and Luna, J. M. and Ventura, S.},
url = {http://simd.albacete.org/actascaepia15/papers/00355.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {XVI Conferencia de la Asociaci\'{o}n Espa\~{n}ola para la Inteligencia Artificial},
pages = {355--365},
series = {CAEPIA'15},
keywords = {Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Moyano, J M; Gibaja, E; Cano, A; Luna, J M; Ventura, S Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta Inproceedings X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 219-225, 2015. Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning @inproceedings{Moyano-2015-MAEB,
title = {Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta},
author = {Moyano, J. M. and Gibaja, E. and Cano, A. and Luna, J. M. and Ventura, S.},
url = {http://www.uco.es/~i02momuj/pdf/maeb15.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {X Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {219-225},
series = {MAEB'15},
keywords = {Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2014
|
García-Martínez, C; Glover, F; Rodriguez, F J; Lozano, M; Martí, R Strategic oscillation for the quadratic multiple knapsack problem Journal Article Computational Optimization and Applications, 58 (1), pp. 161–185, 2014, ISSN: 0926-6003. Links | BibTeX | Tags: Metaheuristics @article{garcia2014soqmkp,
title = {Strategic oscillation for the quadratic multiple knapsack problem},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Glover, F. and Rodriguez, F. J. and Lozano, M. and Mart\^{i}, R.},
url = {http://link.springer.com/10.1007/s10589-013-9623-y},
doi = {10.1007/s10589-013-9623-y},
issn = {0926-6003},
year = {2014},
date = {2014-11-01},
journal = {Computational Optimization and Applications},
volume = {58},
number = {1},
pages = {161--185},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Lozano, M; Glover, F; García-Martínez, C; Rodríguez, F J; Martí, R Tabu search with strategic oscillation for the quadratic minimum spanning tree Journal Article IIE Transactions, 46 (4), pp. 414–428, 2014, ISSN: 0740-817X. Links | BibTeX | Tags: Metaheuristics @article{Lozano2014,
title = {Tabu search with strategic oscillation for the quadratic minimum spanning tree},
author = {Lozano, M. and Glover, F. and Garc\^{i}a-Mart\^{i}nez, C. and Rodr\^{i}guez, F. J. and Mart\^{i}, R.},
url = {http://www.tandfonline.com/doi/abs/10.1080/0740817X.2013.768785},
doi = {10.1080/0740817X.2013.768785},
issn = {0740-817X},
year = {2014},
date = {2014-04-01},
journal = {IIE Transactions},
volume = {46},
number = {4},
pages = {414--428},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
García-Martínez, C; Rodriguez, F J; Lozano, M Tabu-enhanced iterated greedy algorithm: A case study in the quadratic multiple knapsack problem Journal Article European Journal of Operational Research, 232 (3), pp. 454–463, 2014, ISSN: 03772217. Links | BibTeX | Tags: Metaheuristics @article{Garcia-Martinez2014,
title = {Tabu-enhanced iterated greedy algorithm: A case study in the quadratic multiple knapsack problem},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Rodriguez, F. J. and Lozano, M.},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0377221713006164},
doi = {10.1016/j.ejor.2013.07.035},
issn = {03772217},
year = {2014},
date = {2014-02-01},
journal = {European Journal of Operational Research},
volume = {232},
number = {3},
pages = {454--463},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S Single and multi-objective ant programming for mining interesting rare association rules Journal Article International Journal of Hybrid Intelligent Systems, 11 (3), pp. 197–209, 2014. Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Multi-objective Optimization @article{Olmo-2014-IJHIS,
title = {Single and multi-objective ant programming for mining interesting rare association rules},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
doi = {10.1007/978-3-319-02738-8_2},
year = {2014},
date = {2014-01-01},
journal = {International Journal of Hybrid Intelligent Systems},
volume = {11},
number = {3},
pages = {197--209},
keywords = {Ant Programming, Association Rule Mining, Multi-objective Optimization},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S Swarm-based metaheuristics in automatic programming: A survey Journal Article Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 4 (6), pp. 445-469, 2014. Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics @article{Olmo-2014-WIRES,
title = {Swarm-based metaheuristics in automatic programming: A survey},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1002/widm.1138},
doi = {10.1002/widm.1138},
year = {2014},
date = {2014-01-01},
journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
volume = {4},
number = {6},
pages = {445-469},
keywords = {Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Pedraza, J A; García-Martínez, C; Cano, A; Ventura, S Classification Rule Mining with Iterated Greedy Inproceedings International Conference on Hybrid Artificial Intelligence Systems, pp. 585–596, 2014. Links | BibTeX | Tags: Classification, Supervised Learning @inproceedings{Pedraza2014,
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://link.springer.com/chapter/10.1007/978-3-319-07617-1_51},
year = {2014},
date = {2014-01-01},
booktitle = {International Conference on Hybrid Artificial Intelligence Systems},
pages = {585--596},
keywords = {Classification, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
Ramírez, A; Romero, J R; Ventura, S On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery Inproceedings Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO'14, pp. 1287-1294, 2014. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Multi-objective Optimization, Search-based Software Engineering @inproceedings{Ramirez-2014-GECCO,
title = {On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery},
author = {Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1145/2576768.2598310},
doi = {10.1145/2576768.2598310},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO'14},
pages = {1287-1294},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Multi-objective Optimization, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ramírez, A; Romero, J R; Ventura, S Análisis de la aplicabilidad de medidas software para el diseño semi-automático de arquitecturas Inproceedings XIX Jornadas en Ingeniería del Software y Bases de Datos, JISBD'14, pp. 307-320, 2014, ISBN: 978-84-697-1152-1. Links | BibTeX | Tags: Search-based Software Engineering, Software Design and Development @inproceedings{Ramirez-2014-JISBD,
title = {An\'{a}lisis de la aplicabilidad de medidas software para el dise\~{n}o semi-autom\'{a}tico de arquitecturas},
author = {Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://hdl.handle.net/11705/JISBD/2014/050},
isbn = {978-84-697-1152-1},
year = {2014},
date = {2014-01-01},
booktitle = {XIX Jornadas en Ingenier\^{i}a del Software y Bases de Datos, JISBD'14},
pages = {307-320},
keywords = {Search-based Software Engineering, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Reyes, O; Morell, C; Ventura, S Evolutionary feature weighting to improve the performance of multi-label lazy algorithms Journal Article Integrated Computer-Aided Engineering, 21 (4), pp. 339-354, 2014. Links | BibTeX | Tags: Data Preprocessing, Evolutionary Algorithms, Multi-label Learning, Supervised Learning @article{Reyes-2014-ICAE,
title = {Evolutionary feature weighting to improve the performance of multi-label lazy algorithms},
author = {Reyes, O. and Morell, C. and Ventura, S.},
url = {http://dx.doi.org/10.3233/ICA-140468},
doi = {10.3233/ICA-140468},
year = {2014},
date = {2014-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {21},
number = {4},
pages = {339-354},
keywords = {Data Preprocessing, Evolutionary Algorithms, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Romero, J R; Ventura, S A survey on pre-processing educational data Journal Article Studies in Computational Intelligence, 524 , pp. 29-64, 2014. Links | BibTeX | Tags: Data Preprocessing, Educational Data Mining @article{Romero-2014-SCI,
title = {A survey on pre-processing educational data},
author = {Romero, C. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-319-02738-8-2},
doi = {10.1007/978-3-319-02738-8-2},
year = {2014},
date = {2014-01-01},
journal = {Studies in Computational Intelligence},
volume = {524},
pages = {29-64},
keywords = {Data Preprocessing, Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Salado-Cid, R; Romero, J R; Ventura, S Metaherramienta para la generación de aplicaciones científicas basadas en workflows Inproceedings X Jornadas de Ciencia e Ingeniería de Servicios (JCIS'14), pp. 96-105, 2014, ISBN: 978-84-697-1153-8. Links | BibTeX | Tags: Scientific workflows, Software Design and Development @inproceedings{Salado-Cid2014-JCIS,
title = {Metaherramienta para la generaci\'{o}n de aplicaciones cient\^{i}ficas basadas en workflows},
author = {Salado-Cid, R. and Romero, J. R. and Ventura, S.},
url = {http://sistedes2014.uca.es/Actas-JCIS-2014.pdf},
isbn = {978-84-697-1153-8},
year = {2014},
date = {2014-01-01},
booktitle = {X Jornadas de Ciencia e Ingenier\^{i}a de Servicios (JCIS'14)},
pages = {96-105},
keywords = {Scientific workflows, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Strack, B; Deshazo, J P; Gennings, C; Olmo, J L; Ventura, S; Cios, K J; Clore, J N Impact of HbA1c measurement on hospital readmission rates: Analysis of 70,000 clinical database patient records Journal Article BioMed Research International, 2014 , 2014. Links | BibTeX | Tags: Clinical Data Mining, Medical Data Mining @article{Strack-2014-BRI,
title = {Impact of HbA1c measurement on hospital readmission rates: Analysis of 70,000 clinical database patient records},
author = {Strack, B. and Deshazo, J. P. and Gennings, C. and Olmo, J. L. and Ventura, S. and Cios, K. J. and Clore, J. N.},
url = {http://dx.doi.org/10.1155/2014/781670},
doi = {10.1155/2014/781670},
year = {2014},
date = {2014-01-01},
journal = {BioMed Research International},
volume = {2014},
keywords = {Clinical Data Mining, Medical Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Ventura, S; Romero, C; Abraham, A Foreword: Intelligent data analysis Journal Article Journal of Computer and System Sciences, 80 (1), pp. 1-2, 2014. Links | BibTeX | Tags: Data Science @article{Ventura-2014-JCSC,
title = {Foreword: Intelligent data analysis},
author = {Ventura, S. and Romero, C. and Abraham, A.},
url = {http://dx.doi.org/10.1016/j.jcss.2013.03.003},
doi = {10.1016/j.jcss.2013.03.003},
year = {2014},
date = {2014-01-01},
journal = {Journal of Computer and System Sciences},
volume = {80},
number = {1},
pages = {1-2},
keywords = {Data Science},
pubstate = {published},
tppubtype = {article}
}
|
Blum, C; Blesa, M J; García-Martínez, C; Rodríguez, F J; Lozano, M The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms Inproceedings European Conference on Evolutionary Computation in Combinatorial Optimization, pp. 218–229, 2014. Links | BibTeX | Tags: Ant Programming, Bioinspired algorithms, Metaheuristics @inproceedings{Blum2014,
title = {The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms},
author = {Blum, C. and Blesa, M. J. and Garc\^{i}a-Mart\^{i}nez, C. and Rodr\^{i}guez, F. J. and Lozano, M.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-662-44320-0_19},
year = {2014},
date = {2014-01-01},
booktitle = {European Conference on Evolutionary Computation in Combinatorial Optimization},
pages = {218--229},
keywords = {Ant Programming, Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bogarín, A; Romero, C; Cerezo, R; Sánchez-Santillán, M Clustering for improving Educational process mining Inproceedings ACM International Conference Proceeding Series, pp. 11-15, 2014. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @inproceedings{Bogarin-2014-ACM,
title = {Clustering for improving Educational process mining},
author = {Bogar\^{i}n, A. and Romero, C. and Cerezo, R. and S\'{a}nchez-Santill\'{a}n, M.},
url = {http://dx.doi.org/10.1145/2567574.2567604},
doi = {10.1145/2567574.2567604},
year = {2014},
date = {2014-01-01},
booktitle = {ACM International Conference Proceeding Series},
pages = {11-15},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
Cano, A; Yeguas-Bolivar, E; Muñoz-Salinas, R; Medina-Carnicer, R; Ventura, S Parallelization strategies for markerless human motion capture Journal Article Journal of Real-Time Image Processing, In press , 2014. Links | BibTeX | Tags: Evolutionary Algorithms, GP-GPU @article{Cano-2014-JRTIP,
title = {Parallelization strategies for markerless human motion capture},
author = {Cano, A. and Yeguas-Bolivar, E. and Mu\~{n}oz-Salinas, R. and Medina-Carnicer, R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s11554-014-0467-1},
doi = {10.1007/s11554-014-0467-1},
year = {2014},
date = {2014-01-01},
journal = {Journal of Real-Time Image Processing},
volume = {In press},
keywords = {Evolutionary Algorithms, GP-GPU},
pubstate = {published},
tppubtype = {article}
}
|
Cano, A; Ventura, S; Cios, K J Scalable CAIM discretization on multiple GPUs using concurrent kernels Journal Article Journal of Supercomputing, 69 (1), pp. 273-292, 2014. Links | BibTeX | Tags: Classification, Data Preprocessing, GP-GPU @article{Cano-2014-JSUP,
title = {Scalable CAIM discretization on multiple GPUs using concurrent kernels},
author = {Cano, A. and Ventura, S. and Cios, K. J.},
url = {http://dx.doi.org/10.1007/s11227-014-1151-8},
doi = {10.1007/s11227-014-1151-8},
year = {2014},
date = {2014-01-01},
journal = {Journal of Supercomputing},
volume = {69},
number = {1},
pages = {273-292},
keywords = {Classification, Data Preprocessing, GP-GPU},
pubstate = {published},
tppubtype = {article}
}
|
Cano, A; Zafra, A; Ventura, S Parallel evaluation of Pittsburgh rule-based classifiers on GPUs Journal Article Neurocomputing, 126 , pp. 45-57, 2014. Links | BibTeX | Tags: Classification, Evolutionary Algorithms, GP-GPU @article{Cano-2014-NEUCOM,
title = {Parallel evaluation of Pittsburgh rule-based classifiers on GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.neucom.2013.01.049},
doi = {10.1016/j.neucom.2013.01.049},
year = {2014},
date = {2014-01-01},
journal = {Neurocomputing},
volume = {126},
pages = {45-57},
keywords = {Classification, Evolutionary Algorithms, GP-GPU},
pubstate = {published},
tppubtype = {article}
}
|
Corchado, E; Abraham, A; Gutiérrez, P A; Benítez, J M; Ventura, S Special issue: Advances in learning schemes for function approximation Journal Article Neurocomputing, 135 , pp. 1-2, 2014. Links | BibTeX | Tags: Special Issue @article{Corchado-2014-NEUCOM,
title = {Special issue: Advances in learning schemes for function approximation},
author = {Corchado, E. and Abraham, A. and Guti'{e}rrez, P. A. and Ben\^{i}tez, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.neucom.2013.12.003},
doi = {10.1016/j.neucom.2013.12.003},
year = {2014},
date = {2014-01-01},
journal = {Neurocomputing},
volume = {135},
pages = {1-2},
keywords = {Special Issue},
pubstate = {published},
tppubtype = {article}
}
|
Bogarín, A; Romero, C; Cerezo, R; Sánchez-Santillán, M Clustering for improving educational process mining Inproceedings Learning Analytics and Knowledge Conference 2014, LAK'14, Indianapolis, IN, USA, March 24-28, 2014, pp. 11–15, 2014. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @inproceedings{DBLP:conf/lak/BogarinRCS14,
title = {Clustering for improving educational process mining},
author = {Bogar\^{i}n, A. and Romero, C. and Cerezo, R. and S\'{a}nchez-Santill\'{a}n, M.},
url = {http://doi.acm.org/10.1145/2567574.2567604},
doi = {10.1145/2567574.2567604},
year = {2014},
date = {2014-01-01},
booktitle = {Learning Analytics and Knowledge Conference 2014, LAK'14, Indianapolis, IN, USA, March 24-28, 2014},
pages = {11--15},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Fuentes-Alventosa, J; Romero, C; García-Martínez, C; Ventura, S Accepting or Rejecting Students' Self-grading in Their Final Marks by using Data Mining Inproceedings International Conference on Educational Data Mining (EDM'14), pp. 327–328, 2014. Links | BibTeX | Tags: Classification, Educational Data Mining, Predicting Student Performance, Supervised Learning @inproceedings{Fuentes-Alventosa2014,
title = {Accepting or Rejecting Students' Self-grading in Their Final Marks by using Data Mining},
author = {Fuentes-Alventosa, J. and Romero, C. and Garc\^{i}a-Mart\^{i}nez, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2014/uploads/procs2014/posters/3_EDM-2014-Poster.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {International Conference on Educational Data Mining (EDM'14)},
pages = {327--328},
keywords = {Classification, Educational Data Mining, Predicting Student Performance, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Gibaja, E; Ventura, S Multi-label learning: A review of the state of the art and ongoing research Journal Article Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 4 (6), pp. 411-444, 2014. Links | BibTeX | Tags: Classification, Multi-label Learning @article{Gibaja-2014-WIRES,
title = {Multi-label learning: A review of the state of the art and ongoing research},
author = {Gibaja, E. and Ventura, S.},
url = {http://dx.doi.org/10.1002/widm.1139},
doi = {10.1002/widm.1139},
year = {2014},
date = {2014-01-01},
journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
volume = {4},
number = {6},
pages = {411-444},
keywords = {Classification, Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
|
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
|
Rodriguez, F J; Lozano, M; Blum, C; García-Martínez, C An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem Journal Article Computers & Operations Research, 40 (7), pp. 1829–1841, 2013, ISSN: 03050548. Links | BibTeX | Tags: Metaheuristics, Scalability @article{rodriguez2013igupmsp,
title = {An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem},
author = {Rodriguez, F. J. and Lozano, M. and Blum, C. and Garc\^{i}a-Mart\^{i}nez, C.},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0305054813000269},
doi = {10.1016/j.cor.2013.01.018},
issn = {03050548},
year = {2013},
date = {2013-07-01},
journal = {Computers & Operations Research},
volume = {40},
number = {7},
pages = {1829--1841},
keywords = {Metaheuristics, Scalability},
pubstate = {published},
tppubtype = {article}
}
|