2013
|
Rodriguez, F J; Lozano, M; García-Martínez, C; González-Barrera, J D An artificial bee colony algorithm for the maximally diverse grouping problem Journal Article Information Sciences, 230 (0), pp. 183–196, 2013, ISSN: 00200255. Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics @article{Rodriguez2013183,
title = {An artificial bee colony algorithm for the maximally diverse grouping problem},
author = {Rodriguez, F. J. and Lozano, M. and Garc\^{i}a-Mart\^{i}nez, C. and Gonz\'{a}lez-Barrera, J. D.},
url = {http://www.sciencedirect.com/science/article/pii/S0020025513000121},
doi = {10.1016/j.ins.2012.12.020},
issn = {00200255},
year = {2013},
date = {2013-05-01},
journal = {Information Sciences},
volume = {230},
number = {0},
pages = {183--196},
keywords = {Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Luna, J M; Romero, J R; Ventura, S Mining association rules with single and multi-objective grammar guided ant programming Journal Article Integrated Computer-Aided Engineering, 20 (3), pp. 217-234, 2013. Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning @article{Olmo-2013-ICAE,
title = {Mining association rules with single and multi-objective grammar guided ant programming},
author = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.3233/ICA-130430},
doi = {10.3233/ICA-130430},
year = {2013},
date = {2013-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {20},
number = {3},
pages = {217-234},
keywords = {Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S On the use of ant programming for mining rare association rules Inproceedings Proceedings of the World Congress on Nature and Biologically Inspired Computing, NaBIC'13, pp. 220-225, 2013. Links | BibTeX | Tags: Ant Programming, Association Rule Mining @inproceedings{Olmo-2013-NABIC,
title = {On the use of ant programming for mining rare association rules},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/NaBIC.2013.6617866},
doi = {10.1109/NaBIC.2013.6617866},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the World Congress on Nature and Biologically Inspired Computing, NaBIC'13},
pages = {220-225},
keywords = {Ant Programming, Association Rule Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Reyes, O; Morell, C; Ventura, S ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning Inproceedings Ruiz-Shulcloper, J; Sanniti di Baja, G (Ed.): Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 18th Iberoamerican Congress (CIARP-2013), Havana, Cuba, November 20-23, 2013, Proceedings, Part II, pp. 528-535, Springer Berlin Heidelberg, 2013. Links | BibTeX | Tags: Data Preprocessing, Multi-label Learning, Supervised Learning @inproceedings{Pupo2013,
title = {ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning},
author = {Reyes, O. and Morell, C. and Ventura, S.},
editor = {Ruiz-Shulcloper, J. and Sanniti di Baja, G.},
url = {http://dx.doi.org/10.1007/978-3-642-41827-3_66},
year = {2013},
date = {2013-01-01},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 18th Iberoamerican Congress (CIARP-2013), Havana, Cuba, November 20-23, 2013, Proceedings, Part II},
pages = {528-535},
publisher = {Springer Berlin Heidelberg},
keywords = {Data Preprocessing, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ramírez, A; Romero, J R; Ventura, S A Novel Component Identification Approach Using Evolutionary Programming Inproceedings Proceedings of the 15th Genetic and Evolutionary Computation Conference, GECCO'13 Companion, pp. 209-210, 2013. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering @inproceedings{Ramirez-2013-GECCO,
title = {A Novel Component Identification Approach Using Evolutionary Programming},
author = {Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1145/2464576.2464679},
doi = {10.1145/2464576.2464679},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 15th Genetic and Evolutionary Computation Conference, GECCO'13 Companion},
pages = {209-210},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ramírez, A; Romero, J R; Ventura, S Identificación de Componentes en Arquitecturas Software Mediante Programación Evolutiva Inproceedings XVIII Jornadas en Ingeniería del Software y Bases de Datos, JISBD'13, pp. 413-426, 2013, ISBN: 978-84-695-8310-4. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering @inproceedings{Ramirez-2013-JISBD,
title = {Identificaci\'{o}n de Componentes en Arquitecturas Software Mediante Programaci\'{o}n Evolutiva},
author = {Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://hdl.handle.net/11705/JISBD/2013/053},
isbn = {978-84-695-8310-4},
year = {2013},
date = {2013-01-01},
booktitle = {XVIII Jornadas en Ingenier\^{i}a del Software y Bases de Datos, JISBD'13},
pages = {413-426},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ramírez, A; Romero, J R; Ventura, S Algoritmo de programación evolutiva para identificación de arquitecturas software Inproceedings IX Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, MAEB'13, pp. 892-901, 2013. BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering @inproceedings{Ramirez-2013-MAEB,
title = {Algoritmo de programaci\'{o}n evolutiva para identificaci\'{o}n de arquitecturas software},
author = {Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
year = {2013},
date = {2013-01-01},
booktitle = {IX Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados, MAEB'13},
pages = {892-901},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Reyes, O; Morell, C; Ventura, S Feature weighting on multi-label data through quadratic loss minimization Inproceedings Congreso Internacional de Matemática y Computación (COMPUMAT-2013), 2013. Links | BibTeX | Tags: Data Preprocessing, Evolutionary Algorithms, Multi-label Learning, Supervised Learning @inproceedings{reyes2013quadratic,
title = {Feature weighting on multi-label data through quadratic loss minimization},
author = {Reyes, O. and Morell, C. and Ventura, S.},
url = {http://www.compumat.uci.cu/},
year = {2013},
date = {2013-01-01},
booktitle = {Congreso Internacional de Matem\'{a}tica y Computaci\'{o}n (COMPUMAT-2013)},
keywords = {Data Preprocessing, Evolutionary Algorithms, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodríguez, F J; García-Martínez, C; Blum, C; Lozano, M Un algoritmo voraz iterativo para el problema de la planificación sobre máquinas paralelas no relacionadas Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13), pp. 902–911, 2013. BibTeX | Tags: Metaheuristics @inproceedings{Rodriguez2013,
title = {Un algoritmo voraz iterativo para el problema de la planificaci\'{o}n sobre m\'{a}quinas paralelas no relacionadas},
author = {Rodr\^{i}guez, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Blum, C. and Lozano, M.},
year = {2013},
date = {2013-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13)},
pages = {902--911},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; López, M I; Luna, J M; Ventura, S Predicting students' final performance from participation in on-line discussion forums Journal Article Computers and Education, 68 , pp. 458-472, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Romero-2013-CAE,
title = {Predicting students' final performance from participation in on-line discussion forums},
author = {Romero, C. and L\'{o}pez, M. I. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.compedu.2013.06.009},
doi = {10.1016/j.compedu.2013.06.009},
year = {2013},
date = {2013-01-01},
journal = {Computers and Education},
volume = {68},
pages = {458-472},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Espejo, P G; Zafra, A; Romero, J R; Ventura, S Web usage mining for predicting final marks of students that use Moodle courses Journal Article Computer Applications in Engineering Education, 21 (1), pp. 135-146, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Romero-2013-CAEE,
title = {Web usage mining for predicting final marks of students that use Moodle courses},
author = {Romero, C. and Espejo, P. G. and Zafra, A. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1002/cae.20456},
doi = {10.1002/cae.20456},
year = {2013},
date = {2013-01-01},
journal = {Computer Applications in Engineering Education},
volume = {21},
number = {1},
pages = {135-146},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Romero, J R; Jaén, J I; Vallecillo, A A tool for the model-based specification of open distributed systems Journal Article Computer Journal, 56 (7), pp. 793-818, 2013. Links | BibTeX | Tags: Software Design and Development @article{Romero-2013-CJ,
title = {A tool for the model-based specification of open distributed systems},
author = {Romero, J. R. and Ja'{e}n, J. I. and Vallecillo, A.},
url = {http://dx.doi.org/10.1093/comjnl/bxs021},
doi = {10.1093/comjnl/bxs021},
year = {2013},
date = {2013-01-01},
journal = {Computer Journal},
volume = {56},
number = {7},
pages = {793-818},
keywords = {Software Design and Development},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Zafra, A; Luna, J M; Ventura, S Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data Journal Article Expert Systems, 30 (2), pp. 162-172, 2013. Links | BibTeX | Tags: Educational Data Mining, Pattern Mining @article{Romero-2013-EXSY,
title = {Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data},
author = {Romero, C. and Zafra, A. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1111/j.1468-0394.2012.00627.x},
doi = {10.1111/j.1468-0394.2012.00627.x},
year = {2013},
date = {2013-01-01},
journal = {Expert Systems},
volume = {30},
number = {2},
pages = {162-172},
keywords = {Educational Data Mining, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Ventura, S Data mining in education Journal Article Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 3 (1), pp. 12-27, 2013. Links | BibTeX | Tags: Educational Data Mining @article{Romero-2013-WIRES,
title = {Data mining in education},
author = {Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1002/widm.1075},
doi = {10.1002/widm.1075},
year = {2013},
date = {2013-01-01},
journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
volume = {3},
number = {1},
pages = {12-27},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Pechenizkiy, M; Ventura, S HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning Journal Article Information Sciences, 222 , pp. 282-301, 2013. Links | BibTeX | Tags: Evolutionary Algorithms, Feature Selection, Multi-instance Learning @article{Zafra-2013-INS,
title = {HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning},
author = {Zafra, A. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.ins.2011.01.034},
doi = {10.1016/j.ins.2011.01.034},
year = {2013},
date = {2013-01-01},
journal = {Information Sciences},
volume = {222},
pages = {282-301},
keywords = {Evolutionary Algorithms, Feature Selection, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Romero, C; Ventura, S DRAL: A tool for discovering relevant e-activities for learners Journal Article Knowledge and Information Systems, 36 (1), pp. 211-250, 2013. Links | BibTeX | Tags: Educational Data Mining, Multi-instance Learning @article{Zafra-2013-KAIS,
title = {DRAL: A tool for discovering relevant e-activities for learners},
author = {Zafra, A. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-012-0531-8},
doi = {10.1007/s10115-012-0531-8},
year = {2013},
date = {2013-01-01},
journal = {Knowledge and Information Systems},
volume = {36},
number = {1},
pages = {211-250},
keywords = {Educational Data Mining, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zapata, A; Menéndez, V H; Prieto, M E; Romero, C A framework for recommendation in learning object repositories: An example of application in civil engineering Journal Article Advances in Engineering Software, 56 , pp. 1-14, 2013. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @article{Zapata-2013-AES,
title = {A framework for recommendation in learning object repositories: An example of application in civil engineering},
author = {Zapata, A. and Men'{e}ndez, V. H. and Prieto, M. E. and Romero, C.},
url = {http://dx.doi.org/10.1016/j.advengsoft.2012.10.005},
doi = {10.1016/j.advengsoft.2012.10.005},
year = {2013},
date = {2013-01-01},
journal = {Advances in Engineering Software},
volume = {56},
pages = {1-14},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
|
Cano, A; Luna, J M; Ventura, S High performance evaluation of evolutionary-mined association rules on GPUs Journal Article The Journal of Supercomputing, 66 (3), pp. 1438-1461, 2013. Links | BibTeX | Tags: Association Rule Mining, GP-GPU, Pattern Mining @article{Cano:2013,
title = {High performance evaluation of evolutionary-mined association rules on GPUs},
author = {Cano, A. and Luna, J. M. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s11227-013-0937-4},
doi = {10.1007/s11227-013-0937-4},
year = {2013},
date = {2013-01-01},
journal = {The Journal of Supercomputing},
volume = {66},
number = {3},
pages = {1438-1461},
keywords = {Association Rule Mining, GP-GPU, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Cano, A; Zafra, A; Ventura, S Weighted data gravitation classification for standard and imbalanced data Journal Article IEEE Transactions on Cybernetics, 43 (6), pp. 1672-1687, 2013. Links | BibTeX | Tags: Classification, Evolutionary Algorithms, GP-GPU @article{Cano-2013-CYB,
title = {Weighted data gravitation classification for standard and imbalanced data},
author = {Cano, A. and Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TSMCB.2012.2227470},
doi = {10.1109/TSMCB.2012.2227470},
year = {2013},
date = {2013-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {43},
number = {6},
pages = {1672-1687},
keywords = {Classification, Evolutionary Algorithms, GP-GPU},
pubstate = {published},
tppubtype = {article}
}
|
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}
}
|
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}
}
|
Cano, A; Olmo, J L; Ventura, S Parallel multi-objective Ant Programming for classification using GPUs Journal Article Journal of Parallel and Distributed Computing, 73 (6), pp. 713-728, 2013. Links | BibTeX | Tags: Ant Programming, GP-GPU, Multi-objective Optimization @article{Cano-2013-JPDC,
title = {Parallel multi-objective Ant Programming for classification using GPUs},
author = {Cano, A. and Olmo, J. L. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.jpdc.2013.01.017},
doi = {10.1016/j.jpdc.2013.01.017},
year = {2013},
date = {2013-01-01},
journal = {Journal of Parallel and Distributed Computing},
volume = {73},
number = {6},
pages = {713-728},
keywords = {Ant Programming, GP-GPU, Multi-objective Optimization},
pubstate = {published},
tppubtype = {article}
}
|
Cano, A; Olmo, J L; Ventura, S Programación Automática con Colonias de Hormigas Multi-Objetivo en GPUs Inproceedings IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, MAEB'13, pp. 288–297, 2013. BibTeX | Tags: Ant Programming, GP-GPU, Multi-objective Optimization @inproceedings{Cano-2013-MAEB,
title = {Programaci\'{o}n Autom\'{a}tica con Colonias de Hormigas Multi-Objetivo en GPUs},
author = {Cano, A. and Olmo, J. L. and Ventura, S.},
year = {2013},
date = {2013-01-01},
booktitle = {IX Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados, MAEB'13},
pages = {288--297},
keywords = {Ant Programming, GP-GPU, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
García-Martínez, C; Rodríguez, F J; Lozano, M Un algoritmo voraz iterativo con memoria de destrucciones tabú para el problema de las múltiples mochilas cuadráticas Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13), pp. 199–208, 2013. BibTeX | Tags: Metaheuristics @inproceedings{Garcia-Martinez2013,
title = {Un algoritmo voraz iterativo con memoria de destrucciones tab\'{u} para el problema de las m\'{u}ltiples mochilas cuadr\'{a}ticas},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Rodr\^{i}guez, F. J. and Lozano, M.},
year = {2013},
date = {2013-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13)},
pages = {199--208},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Kilov, H; Linington, P F; Romero, J R; Tanaka, A; Vallecillo, A The reference model of open distributed processing: Foundations, experience and applications Journal Article Computer Standards and Interfaces, 35 (3), pp. 247-256, 2013. Links | BibTeX | Tags: Software Design and Development @article{Kilov-2013-CSI,
title = {The reference model of open distributed processing: Foundations, experience and applications},
author = {Kilov, H. and Linington, P. F. and Romero, J. R. and Tanaka, A. and Vallecillo, A.},
url = {http://dx.doi.org/10.1016/j.csi.2012.05.003},
doi = {10.1016/j.csi.2012.05.003},
year = {2013},
date = {2013-01-01},
journal = {Computer Standards and Interfaces},
volume = {35},
number = {3},
pages = {247-256},
keywords = {Software Design and Development},
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}
}
|
Jiménez, M A; Luna, J M; Ventura, S EDM para la detección precoz del fracaso escolar en secundaria Inproceedings VI Simposio de Teoría y Aplicaciones de Minería de Datos, pp. 1353-1362, Madrid, España, 2013. BibTeX | Tags: Educational Data Mining, Predicting Student Performance @inproceedings{Luna-2013-TAMIDA,
title = {EDM para la detecci\'{o}n precoz del fracaso escolar en secundaria},
author = {Jim'{e}nez, M. A. and Luna, J. M. and Ventura, S.},
year = {2013},
date = {2013-01-01},
booktitle = {VI Simposio de Teor\^{i}a y Aplicaciones de Miner\^{i}a de Datos},
pages = {1353-1362},
address = {Madrid, Espa\~{n}a},
series = {TAMIDA 2013},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Márquez-Vera, C; Cano, A; Romero, C; Ventura, S Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data Journal Article Applied Intelligence, 38 (3), pp. 315-330, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Marquez-Vera-2013-APIN,
title = {Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data},
author = {M\'{a}rquez-Vera, C. and Cano, A. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10489-012-0374-8},
doi = {10.1007/s10489-012-0374-8},
year = {2013},
date = {2013-01-01},
journal = {Applied Intelligence},
volume = {38},
number = {3},
pages = {315-330},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Márquez-Vera, C; Romero, C; Ventura, S Predicting school failure and dropout by using data mining techniques Journal Article Revista Iberoamericana de Tecnologias del Aprendizaje, 8 (1), pp. 7-14, 2013. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @article{Marquez-Vera-2013-RITA,
title = {Predicting school failure and dropout by using data mining techniques},
author = {M\'{a}rquez-Vera, C. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/RITA.2013.2244695},
doi = {10.1109/RITA.2013.2244695},
year = {2013},
date = {2013-01-01},
journal = {Revista Iberoamericana de Tecnologias del Aprendizaje},
volume = {8},
number = {1},
pages = {7-14},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
2012
|
Rodriguez, F J; Blum, C; García-Martínez, C; Lozano, M GRASP with path-relinking for the non-identical parallel machine scheduling problem with minimising total weighted completion times Journal Article Annals of Operations Research, 201 (1), pp. 383–401, 2012, ISSN: 0254-5330. Links | BibTeX | Tags: Metaheuristics @article{Rodriguez2012,
title = {GRASP with path-relinking for the non-identical parallel machine scheduling problem with minimising total weighted completion times},
author = {Rodriguez, F. J. and Blum, C. and Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {http://link.springer.com/10.1007/s10479-012-1164-8},
doi = {10.1007/s10479-012-1164-8},
issn = {0254-5330},
year = {2012},
date = {2012-12-01},
journal = {Annals of Operations Research},
volume = {201},
number = {1},
pages = {383--401},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Rodriguez, F J; García-Martínez, C; Lozano, M Hybrid Metaheuristics Based on Evolutionary Algorithms and Simulated Annealing: Taxonomy, Comparison, and Synergy Test Journal Article IEEE Transactions on Evolutionary Computation, 16 (6), pp. 787–800, 2012, ISSN: 1089-778X. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @article{Rodriguez2012a,
title = {Hybrid Metaheuristics Based on Evolutionary Algorithms and Simulated Annealing: Taxonomy, Comparison, and Synergy Test},
author = {Rodriguez, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {http://ieeexplore.ieee.org/document/6148272/},
doi = {10.1109/TEVC.2012.2182773},
issn = {1089-778X},
year = {2012},
date = {2012-12-01},
journal = {IEEE Transactions on Evolutionary Computation},
volume = {16},
number = {6},
pages = {787--800},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
García-Martínez, C; Lozano, M; Rodríguez-Díaz, F J A simulated annealing method based on a specialised evolutionary algorithm Journal Article Applied Soft Computing, 12 (2), pp. 573–588, 2012, ISSN: 15684946. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @article{garcia2012saea,
title = {A simulated annealing method based on a specialised evolutionary algorithm},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M. and Rodr\^{i}guez-D\^{i}az, F. J.},
url = {http://www.sciencedirect.com/science/article/pii/S1568494611004315?_rdoc=3&_fmt=high&_origin=browse&_srch=cid(272229) AND (itemstage(S5) OR itemstage(S100) OR itemstage(S200))&_docanchor=&_ct=5},
doi = {10.1016/j.asoc.2011.11.007},
issn = {15684946},
year = {2012},
date = {2012-02-01},
journal = {Applied Soft Computing},
volume = {12},
number = {2},
pages = {573--588},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S Multi-objective ant programming for mining classification rules Inproceedings Proceedings of the 15th European Conference on Genetic Programming, EuroGP'12, pp. 146-157, 2012. Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @inproceedings{Olmo-2012-EUROGP,
title = {Multi-objective ant programming for mining classification rules},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-29139-5_13},
doi = {10.1007/978-3-642-29139-5_13},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 15th European Conference on Genetic Programming, EuroGP'12},
volume = {7244 LNCS},
pages = {146-157},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Cano, A; Romero, J R; Ventura, S Binary and multiclass imbalanced classification using multi-objective ant programming Inproceedings Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12, pp. 70-76, 2012. Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @inproceedings{Olmo-2012-ISDA,
title = {Binary and multiclass imbalanced classification using multi-objective ant programming},
author = {Olmo, J. L. and Cano, A. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2012.6416515},
doi = {10.1109/ISDA.2012.6416515},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12},
pages = {70-76},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Cano, A; Romero, J R; Ventura, S Programación con Hormigas Multi-Objetivo para la Extracción de Reglas de Clasificación Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, MAEB'12, pp. 219–226, 2012. BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @inproceedings{Olmo-2012-MAEB,
title = {Programaci\'{o}n con Hormigas Multi-Objetivo para la Extracci\'{o}n de Reglas de Clasificaci\'{o}n},
author = {Olmo, J. L. and Cano, A. 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, MAEB'12},
pages = {219--226},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Olmo, J L; Romero, J R; Ventura, S Classification rule mining using ant programming guided by grammar with multiple Pareto fronts Journal Article Soft Computing, 16 (12), pp. 2143-2163, 2012. Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization @article{Olmo-2012-SOCO,
title = {Classification rule mining using ant programming guided by grammar with multiple Pareto fronts},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s00500-012-0883-8},
doi = {10.1007/s00500-012-0883-8},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {12},
pages = {2143-2163},
keywords = {Ant Programming, Classification, Multi-objective Optimization},
pubstate = {published},
tppubtype = {article}
}
|
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}
}
|
Reyes, O; Morell, C; Ventura, S Learning similarity metric to improve the performance of lazy multi-label ranking algorithms Inproceedings Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12, pp. 246-251, 2012. Links | BibTeX | Tags: Data Preprocessing, Evolutionary Algorithms, Multi-label Learning, Supervised Learning @inproceedings{Reyes-2012-ISDA,
title = {Learning similarity metric to improve the performance of lazy multi-label ranking algorithms},
author = {Reyes, O. and Morell, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2012.6416545},
doi = {10.1109/ISDA.2012.6416545},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12},
pages = {246-251},
keywords = {Data Preprocessing, Evolutionary Algorithms, Multi-label Learning, Supervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodríguez, F J; García-Martínez, C; Blum, C; Lozano, M An Artificial Bee Colony Algorithm for the Unrelated Parallel Machines Scheduling Problem Inproceedings Parallel Problem Solving from Nature (PPSN'12), pp. 143–152, 2012. Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics @inproceedings{Rodriguez2012b,
title = {An Artificial Bee Colony Algorithm for the Unrelated Parallel Machines Scheduling Problem},
author = {Rodr\^{i}guez, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Blum, C. and Lozano, M.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-32964-7_15},
year = {2012},
date = {2012-01-01},
booktitle = {Parallel Problem Solving from Nature (PPSN'12)},
pages = {143--152},
keywords = {Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodríguez, F J; Blum, C; Lozano, M; García-Martínez, C Iterated Greedy Algorithms for the Maximal Covering Location Problem Inproceedings European Conference on Evolutionary Computation in Combinatorial Optimization, pp. 172–181, 2012. Links | BibTeX | Tags: Metaheuristics @inproceedings{Rodriguez2012c,
title = {Iterated Greedy Algorithms for the Maximal Covering Location Problem},
author = {Rodr\^{i}guez, F. J. and Blum, C. and Lozano, M. and Garc\^{i}a-Mart\^{i}nez, C.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-29124-1_15},
year = {2012},
date = {2012-01-01},
booktitle = {European Conference on Evolutionary Computation in Combinatorial Optimization},
pages = {172--181},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodriguez, F J; García-Martínez, C; Blum, C; Lozano, M An artificial bee colony algorithm for the unrelated parallel machines scheduling problem Inproceedings Proceedings of the 12th international conference on Parallel Problem Solving from Nature, pp. 143-152, 2012. Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics @inproceedings{Rodriguez-2012-PPSN,
title = {An artificial bee colony algorithm for the unrelated parallel machines scheduling problem},
author = {Rodriguez, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Blum, C. and Lozano, M.},
url = {http://dx.doi.org/10.1007/978-3-642-32964-7_15},
doi = {10.1007/978-3-642-32964-7_15},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th international conference on Parallel Problem Solving from Nature},
volume = {7492 LNCS},
number = {PART 2},
pages = {143-152},
keywords = {Bioinspired algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodríguez-Díaz, F J; García-Martínez, C; Lozano, M Metaheurísticas Híbridas combinando algoritmos evolutivos y enfriamiento simulado: taxonomía y estudio comparativo y de sinergia Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12), pp. 243–250, 2012. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @inproceedings{Rodriguez-Diaz2012,
title = {Metaheur\^{i}sticas H\^{i}bridas combinando algoritmos evolutivos y enfriamiento simulado: taxonom\^{i}a y estudio comparativo y de sinergia},
author = {Rodr\^{i}guez-D\^{i}az, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {http://simd.albacete.org/maeb2012/papers/paper_18.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12)},
pages = {243--250},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
López, M I; Luna, J M; Romero, C; Ventura, S Classification via clustering for predicting final marks based on student participation in forums Inproceedings Proceedings of the 5th International Conference on Educational Data Mining, pp. 148-151, Chania, Greece, 2012. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @inproceedings{Romero-2012-EDM-A,
title = {Classification via clustering for predicting final marks based on student participation in forums},
author = {L\'{o}pez, M. I. and Luna, J. M. and Romero, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Short_Papers/edm2012_short_3.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 5th International Conference on Educational Data Mining},
pages = {148-151},
address = {Chania, Greece},
series = {EDM 2012},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Molina, M M; Luna, J M; Romero, C; Ventura, S Meta-learning approach for automatic parameter tuning: A case study with educational datasets Inproceedings Proceedings of the 5th International Conference on Educational Data Mining, pp. 180-183, Chania, Greece, 2012. Links | BibTeX | Tags: Educational Data Mining @inproceedings{Romero-2012-EDM-B,
title = {Meta-learning approach for automatic parameter tuning: A case study with educational datasets},
author = {Molina, M. M. and Luna, J. M. and Romero, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2012/uploads/procs/Short_Papers/edm2012_short_5.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 5th International Conference on Educational Data Mining},
pages = {180-183},
address = {Chania, Greece},
series = {EDM 2012},
keywords = {Educational Data 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}
}
|
Zafra, A; Ventura, S Multi-instance genetic programming for predicting student performance in web based educational environments Journal Article Applied Soft Computing Journal, 12 (8), pp. 2693-2706, 2012. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance @article{Zafra-2012-ASOC,
title = {Multi-instance genetic programming for predicting student performance in web based educational environments},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.asoc.2012.03.054},
doi = {10.1016/j.asoc.2012.03.054},
year = {2012},
date = {2012-01-01},
journal = {Applied Soft Computing Journal},
volume = {12},
number = {8},
pages = {2693-2706},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Pechenizkiy, M; Ventura, S ReliefF-MI: An extension of ReliefF to multiple instance learning Journal Article Neurocomputing, 75 , pp. 210-218, 2012. Links | BibTeX | Tags: Feature Selection, Multi-instance Learning @article{Zafra-2012-NEUCOM,
title = {ReliefF-MI: An extension of ReliefF to multiple instance learning},
author = {Zafra, A. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.neucom.2011.03.052},
doi = {10.1016/j.neucom.2011.03.052},
year = {2012},
date = {2012-01-01},
journal = {Neurocomputing},
volume = {75},
pages = {210-218},
keywords = {Feature Selection, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Ventura, S Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems Journal Article Soft Computing, 16 (6), pp. 955-977, 2012. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization @article{Zafra-2012-SOCO,
title = {Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s00500-011-0794-0},
doi = {10.1007/s00500-011-0794-0},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {6},
pages = {955-977},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization},
pubstate = {published},
tppubtype = {article}
}
|