2012
|
Cano, A; Luna, J M; Zafra, A; Ventura, S Modelo gravitacional para clasificación Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 63–70, Albacete, España, 2012. BibTeX | Tags: Classification, Evolutionary Algorithms @inproceedings{Cano-2012-MAEB,
title = {Modelo gravitacional para clasificaci\'{o}n},
author = {Cano, A. and Luna, J. M. and Zafra, A. 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 = {63--70},
address = {Albacete, Espa\~{n}a},
series = {MAEB'12},
keywords = {Classification, Evolutionary Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
García-Martínez, C; Rodríguez, F J; Lozano, M Análisis Empírico del No Free Lunch en Problemas Binarios Reales Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12), pp. 111–116, 2012. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @inproceedings{Garcia-Martinez2012,
title = {An\'{a}lisis Emp\^{i}rico del No Free Lunch en Problemas Binarios Reales},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Rodr\^{i}guez, F. J. and Lozano, M.},
url = {http://simd.albacete.org/maeb2012/papers/paper_20.pdf},
year = {2012},
date = {2012-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12)},
pages = {111--116},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
García-Martínez, C; Rodriguez, F J; Lozano, M Arbitrary function optimisation with metaheuristics: No free lunch and real-world problems: No free lunch and real-world problems Journal Article Soft Computing, 16 (12), pp. 2115-2133, 2012. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @article{Garcia-Martinez-2012-SOCO,
title = {Arbitrary function optimisation with metaheuristics: No free lunch and real-world problems: No free lunch and real-world problems},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Rodriguez, F. J. and Lozano, M.},
url = {http://dx.doi.org/10.1007/s00500-012-0881-x},
doi = {10.1007/s00500-012-0881-x},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {12},
pages = {2115-2133},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Jaén, J I; Romero, J R; Ventura, S VisualJCLEC: A visual framework for evolutionary computation Inproceedings Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12, pp. 119-125, 2012. Links | BibTeX | Tags: Evolutionary Algorithms, Metaheuristics, Software Design and Development @inproceedings{Jaenn-2012-ISDA,
title = {VisualJCLEC: A visual framework for evolutionary computation},
author = {Ja'{e}n, J. I. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2012.6416523},
doi = {10.1109/ISDA.2012.6416523},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12},
pages = {119-125},
keywords = {Evolutionary Algorithms, Metaheuristics, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
2011
|
García-Martínez, C; Rodríguez, F J; Lozano, M Role differentiation and malleable mating for differential evolution: an analysis on large-scale optimisation Journal Article Soft Computing, 15 (11), pp. 2109–2126, 2011, ISSN: 1432-7643. Links | BibTeX | Tags: Evolutionary Algorithms, Metaheuristics, Scalability @article{Garcia-Martinez2011,
title = {Role differentiation and malleable mating for differential evolution: an analysis on large-scale optimisation},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Rodr\^{i}guez, F. J. and Lozano, M.},
url = {http://link.springer.com/10.1007/s00500-010-0641-8},
doi = {10.1007/s00500-010-0641-8},
issn = {1432-7643},
year = {2011},
date = {2011-11-01},
journal = {Soft Computing},
volume = {15},
number = {11},
pages = {2109--2126},
keywords = {Evolutionary Algorithms, Metaheuristics, Scalability},
pubstate = {published},
tppubtype = {article}
}
|
Lozano, M; Molina, D; García-Martínez, C Iterated greedy for the maximum diversity problem Journal Article European Journal of Operational Research, 214 (1), pp. 31–38, 2011, ISSN: 03772217. Links | BibTeX | Tags: Metaheuristics @article{Lozano2011,
title = {Iterated greedy for the maximum diversity problem},
author = {Lozano, M. and Molina, D and Garc\^{i}a-Mart\^{i}nez, C.},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0377221711003626},
doi = {10.1016/j.ejor.2011.04.018},
issn = {03772217},
year = {2011},
date = {2011-10-01},
journal = {European Journal of Operational Research},
volume = {214},
number = {1},
pages = {31--38},
keywords = {Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Romero, J R; Ventura, S Using ant programming guided by grammar for building rule-based classifiers Journal Article IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 41 (6), pp. 1585-1599, 2011. Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules @article{Olmo-2011-CYB,
title = {Using ant programming guided by grammar for building rule-based classifiers},
author = {Olmo, J. L. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TSMCB.2011.2157681},
doi = {10.1109/TSMCB.2011.2157681},
year = {2011},
date = {2011-01-01},
journal = {IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics},
volume = {41},
number = {6},
pages = {1585-1599},
keywords = {Ant Programming, Classification, Classification Rules},
pubstate = {published},
tppubtype = {article}
}
|
Olmo, J L; Luna, J M; Romero, J R; Ventura, S Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm Inproceedings Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, pp. 971-977, Cordoba, Spain, 2011. Links | BibTeX | Tags: Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning @inproceedings{Olmo-2011-ISDA,
title = {Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm},
author = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6121784},
doi = {10.1109/ISDA.2011.6121784},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 11th International Conference on Intelligent Systems Design and Applications},
pages = {971-977},
address = {Cordoba, Spain},
series = {ISDA'11},
keywords = {Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pedraza-Perez, R; Romero, C; Ventura, S A java desktop tool for mining moodle data Inproceedings Proceedings of the 4th International Conference on Educational Data Mining, EDM'11, pp. 319-320, 2011. Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance @inproceedings{Pedraza-Perez-2011-EDM,
title = {A java desktop tool for mining moodle data},
author = {Pedraza-Perez, R. and Romero, C. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011_poster3_Pedraza-Perez.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 4th International Conference on Educational Data Mining, EDM'11},
pages = {319-320},
keywords = {Educational Data Mining, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Luna, J M; Romero, J R; Ventura, S RM-Tool: A framework for discovering and evaluating association rules Journal Article Advances in Engineering Software, 42 (8), pp. 566-576, 2011. Links | BibTeX | Tags: Association Rule Mining, Pattern Mining, Software Design and Development @article{Romero-2011-AES,
title = {RM-Tool: A framework for discovering and evaluating association rules},
author = {Romero, C. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.advengsoft.2011.04.005},
doi = {10.1016/j.advengsoft.2011.04.005},
year = {2011},
date = {2011-01-01},
journal = {Advances in Engineering Software},
volume = {42},
number = {8},
pages = {566-576},
keywords = {Association Rule Mining, Pattern Mining, Software Design and Development},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Gibaja, E; Ventura, S Multiple instance learning with multiple objective genetic programming for web mining Journal Article Applied Soft Computing Journal, 11 (1), pp. 93-102, 2011. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning @article{Zafra-2011-ASOC,
title = {Multiple instance learning with multiple objective genetic programming for web mining},
author = {Zafra, A. and Gibaja, E. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.asoc.2009.10.021},
doi = {10.1016/j.asoc.2009.10.021},
year = {2011},
date = {2011-01-01},
journal = {Applied Soft Computing Journal},
volume = {11},
number = {1},
pages = {93-102},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Romero, C; Ventura, S Multiple instance learning for classifying students in learning management systems Journal Article Expert Systems with Applications, 38 (12), pp. 15020-15031, 2011. Links | BibTeX | Tags: Multi-instance Learning, Predicting Student Performance @article{Zafra-2011-ESWA,
title = {Multiple instance learning for classifying students in learning management systems},
author = {Zafra, A. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.eswa.2011.05.044},
doi = {10.1016/j.eswa.2011.05.044},
year = {2011},
date = {2011-01-01},
journal = {Expert Systems with Applications},
volume = {38},
number = {12},
pages = {15020-15031},
keywords = {Multi-instance Learning, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Gibaja, E; Luque, M; Ventura, S An evaluation of the effectiveness of e-learning system as support for traditional classes Inproceedings Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11, pp. 431-435, 2011. Links | BibTeX | Tags: Educational Data Mining @inproceedings{Zafra-2011-NWESP,
title = {An evaluation of the effectiveness of e-learning system as support for traditional classes},
author = {Zafra, A. and Gibaja, E. and Luque, M. and Ventura, S.},
url = {http://dx.doi.org/10.1109/NWeSP.2011.6088218},
doi = {10.1109/NWeSP.2011.6088218},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11},
pages = {431-435},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zapata, A; Menendez, V H; Prieto, M E; Romero, C Using data mining in a recommender system to search for learning objects in repositories Inproceedings Proceedings of the 4th International Conference on Educational Data Mining, EDM'11, pp. 321-322, 2011. Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems @inproceedings{Zapata-Gonzalez-2011-EDM,
title = {Using data mining in a recommender system to search for learning objects in repositories},
author = {Zapata, A. and Menendez, V. H. and Prieto, M. E. and Romero, C.},
url = {http://educationaldatamining.org/EDM2011/wp-content/uploads/proc/edm2011_poster4_Zapata-Gonzalez.pdf},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 4th International Conference on Educational Data Mining, EDM'11},
pages = {321-322},
keywords = {Educational Data Mining, Educational Recommender Systems},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cano, A; Luna, J M; Olmo, J L; Ventura, S JCLEC meets WEKA! Inproceedings Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, pp. 388-395, Wroclaw, Poland, 2011. Links | BibTeX | Tags: Classification, Evolutionary Algorithms @inproceedings{Cano-2011-HAIS,
title = {JCLEC meets WEKA!},
author = {Cano, A. and Luna, J. M. and Olmo, J. L. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-21219-2_49},
doi = {10.1007/978-3-642-21219-2_49},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems},
pages = {388-395},
address = {Wroclaw, Poland},
series = {HAIS'11},
keywords = {Classification, Evolutionary Algorithms},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|
Carmona, C J; González, P; del Jesús, M J; Ventura, S Subgroup discovery in an e-learning usage study based on Moodle Inproceedings Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11, pp. 446-451, 2011. Links | BibTeX | Tags: Educational Data Mining, Subgroup Discovery @inproceedings{Carmona-2011-NWESP,
title = {Subgroup discovery in an e-learning usage study based on Moodle},
author = {Carmona, C. J. and Gonz\'{a}lez, P. and del Jes\'{u}s, M. J. and Ventura, S.},
url = {http://dx.doi.org/10.1109/NWeSP.2011.6088221},
doi = {10.1109/NWeSP.2011.6088221},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11},
pages = {446-451},
keywords = {Educational Data Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ávila, J L; Gibaja, E; Zafra, A; Ventura, S A Gene Expression Programming Algorithm for Multi-Label Classification Journal Article Multiple-Valued Logic and Soft Computing, 17 (2-3), pp. 183–206, 2011. Links | BibTeX | Tags: Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning @article{DBLP:journals/mvl/Avila-JimenezGZV11,
title = {A Gene Expression Programming Algorithm for Multi-Label Classification},
author = {\'{A}vila, J. L. and Gibaja, E. and Zafra, A. and Ventura, S.},
url = {http://www.oldcitypublishing.com/MVLSC/MVLSCabstracts/MVLSC17.2-3abstracts/MVLSCv17n2-3p183-206Avila.html},
year = {2011},
date = {2011-01-01},
journal = {Multiple-Valued Logic and Soft Computing},
volume = {17},
number = {2-3},
pages = {183--206},
keywords = {Classification, Discriminant Functions, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {article}
}
|
García, E; Romero, C; Ventura, S; de Castro, C A collaborative educational association rule mining tool Journal Article Internet and Higher Education, 14 (2), pp. 77-88, 2011. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining @article{Garcia-2011-IHE,
title = {A collaborative educational association rule mining tool},
author = {Garc\^{i}a, E. and Romero, C. and Ventura, S. and de Castro, C.},
url = {http://dx.doi.org/10.1016/j.iheduc.2010.07.006},
doi = {10.1016/j.iheduc.2010.07.006},
year = {2011},
date = {2011-01-01},
journal = {Internet and Higher Education},
volume = {14},
number = {2},
pages = {77-88},
keywords = {Association Rule Mining, Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
García-Martínez, C; Rodríguez, F J; Lozano, M Analysing the significance of no free lunch theorems on the set of real-world binary problems Inproceedings International Conference on Intelligent Systems Design and Applications (ISDA'11), pp. 344–349, 2011. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @inproceedings{Garcia-Martinez2011a,
title = {Analysing the significance of no free lunch theorems on the set of real-world binary problems},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Rodr\^{i}guez, F. J. and Lozano, M.},
url = {http://ieeexplore.ieee.org/document/6121679/},
year = {2011},
date = {2011-01-01},
booktitle = {International Conference on Intelligent Systems Design and Applications (ISDA'11)},
pages = {344--349},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
García-Martínez, C; Lozano, M Evaluating the application of timesheet management systems to quantify the students' workload in higher education centres Inproceedings International Technology, Education and Development Conference (INTED'11), pp. 1454–1463, 2011. Links | BibTeX | Tags: Predicting Student Performance @inproceedings{Garcia-Martinez2011b,
title = {Evaluating the application of timesheet management systems to quantify the students' workload in higher education centres},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {https://library.iated.org/view/GARCIAMARTINEZ2011EVA},
year = {2011},
date = {2011-01-01},
booktitle = {International Technology, Education and Development Conference (INTED'11)},
pages = {1454--1463},
keywords = {Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Gibaja, E; Zafra, A; Luque, M; Ventura, S Self-evaluation first ECTS course in a programming subject Inproceedings Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11, pp. 416-420, 2011. Links | BibTeX | Tags: Other @inproceedings{Gibaja-2011-NWESP,
title = {Self-evaluation first ECTS course in a programming subject},
author = {Gibaja, E. and Zafra, A. and Luque, M. and Ventura, S.},
url = {http://dx.doi.org/10.1109/NWeSP.2011.6088215},
doi = {10.1109/NWeSP.2011.6088215},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 7th International Conference on Next Generation Web Services Practices, NWeSP'11},
pages = {416-420},
keywords = {Other},
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}
}
|
Menendez-Dominguez, V H; Zapata, A; Prieto, M E; Romero, C; Serrano-Guerrero, J A similarity-based approach to enhance learning objects management systems Inproceedings Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11, pp. 996-1001, 2011. Links | BibTeX | Tags: Educational Data Mining @inproceedings{Menendez-Dominguez-2011-ISDA,
title = {A similarity-based approach to enhance learning objects management systems},
author = {Menendez-Dominguez, V. H. and Zapata, A. and Prieto, M. E. and Romero, C. and Serrano-Guerrero, J.},
url = {http://dx.doi.org/10.1109/ISDA.2011.6121788},
doi = {10.1109/ISDA.2011.6121788},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11},
pages = {996-1001},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2010
|
García-Martínez, C; Lozano, M Evaluating a local genetic algorithm as context-independent local search operator for metaheuristics Journal Article Soft Computing, 14 (10), pp. 1117–1139, 2010, ISSN: 1432-7643. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @article{garcia2010evaluating,
title = {Evaluating a local genetic algorithm as context-independent local search operator for metaheuristics},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {http://link.springer.com/10.1007/s00500-009-0506-1},
doi = {10.1007/s00500-009-0506-1},
issn = {1432-7643},
year = {2010},
date = {2010-08-01},
journal = {Soft Computing},
volume = {14},
number = {10},
pages = {1117--1139},
publisher = {Springer-Verlag},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Lozano, M; García-Martínez, C Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: Overview and progress report Journal Article Computers & Operations Research, 37 (3), pp. 481–497, 2010, ISSN: 03050548. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @article{Lozano2010,
title = {Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: Overview and progress report},
author = {Lozano, M. and Garc\^{i}a-Mart\^{i}nez, C.},
url = {http://linkinghub.elsevier.com/retrieve/pii/S0305054809000471},
doi = {10.1016/j.cor.2009.02.010},
issn = {03050548},
year = {2010},
date = {2010-03-01},
journal = {Computers & Operations Research},
volume = {37},
number = {3},
pages = {481--497},
publisher = {Elsevier},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Molina, D; Lozano, M; García-Martínez, C; Herrera, F Memetic Algorithms for Continuous Optimisation Based on Local Search Chains Journal Article Evolutionary Computation, 18 (1), pp. 27–63, 2010, ISSN: 1063-6560. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @article{Molina2010,
title = {Memetic Algorithms for Continuous Optimisation Based on Local Search Chains},
author = {Molina, D. and Lozano, M. and Garc\^{i}a-Mart\^{i}nez, C. and Herrera, F.},
url = {http://www.ncbi.nlm.nih.gov/pubmed/20064025 http://www.mitpressjournals.org/doi/abs/10.1162/evco.2010.18.1.18102#.Va48PVM-P3A http://www.mitpressjournals.org/doi/abs/10.1162/evco.2010.18.1.18102},
doi = {10.1162/evco.2010.18.1.18102},
issn = {1063-6560},
year = {2010},
date = {2010-03-01},
journal = {Evolutionary Computation},
volume = {18},
number = {1},
pages = {27--63},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {article}
}
|
Rodríguez-Díaz, F J; García-Martínez, C; Lozano, M A GA-based Multiple Simulated Annealing Inproceedings IEEE Congress on Evolutionary Computation, pp. 195–201, 2010. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @inproceedings{Rodriguez-Diaz2010,
title = {A GA-based Multiple Simulated Annealing},
author = {Rodr\^{i}guez-D\^{i}az, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {http://ieeexplore.ieee.org/document/5586472/},
year = {2010},
date = {2010-01-01},
booktitle = {IEEE Congress on Evolutionary Computation},
pages = {195--201},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rodríguez-Díaz, F J; García-Martínez, C; Lozano, M Un Modelo de Enfriamiento Simulado Basado en Algoritmos Evolutivos Especializados Inproceedings Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'10), pp. 727–734, 2010. BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics @inproceedings{Rodriguez-Diaz2010a,
title = {Un Modelo de Enfriamiento Simulado Basado en Algoritmos Evolutivos Especializados},
author = {Rodr\^{i}guez-D\^{i}az, F. J. and Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
year = {2010},
date = {2010-01-01},
booktitle = {Congreso de Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'10)},
pages = {727--734},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Ventura, S Educational data mining: A review of the state of the art Journal Article IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 40 (6), pp. 601-618, 2010. Links | BibTeX | Tags: Educational Data Mining @article{Romero-2010-CYB,
title = {Educational data mining: A review of the state of the art},
author = {Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/TSMCC.2010.2053532},
doi = {10.1109/TSMCC.2010.2053532},
year = {2010},
date = {2010-01-01},
journal = {IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews},
volume = {40},
number = {6},
pages = {601-618},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {article}
}
|
Romero, C; Ventura, S; Vasilyeva, E; Pechenizkiy, M Class association rule mining from students' test data Inproceedings Proceedings of the 3rd International Conference on Educational Data Mining, EDM'10, pp. 317-318, 2010. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining @inproceedings{Romero-2010-EDM,
title = {Class association rule mining from students' test data},
author = {Romero, C. and Ventura, S. and Vasilyeva, E. and Pechenizkiy, M.},
url = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_44.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 3rd International Conference on Educational Data Mining, EDM'10},
pages = {317-318},
keywords = {Association Rule Mining, Educational Data Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ruiz-González, D; Vallecillo, A; Romero, J R On the synchronization of ODP textual and graphical specifications Inproceedings Library, IEEE Digital (Ed.): 6th Intl. Workshop on ODP for Enterprise Computing (WODPEC 2010), pp. 376-381, IEEE, 2010. Links | BibTeX | Tags: Software Design and Development @inproceedings{Ruiz-Gonzalez-2010-EDOC,
title = {On the synchronization of ODP textual and graphical specifications},
author = {Ruiz-Gonz\'{a}lez, D. and Vallecillo, A. and Romero, J. R.},
editor = {IEEE Digital Library},
url = {http://dx.doi.org/10.1109/EDOCW.2010.19},
doi = {10.1109/EDOCW.2010.19},
year = {2010},
date = {2010-01-01},
booktitle = {6th Intl. Workshop on ODP for Enterprise Computing (WODPEC 2010)},
journal = {Proceedings of the IEEE International Enterprise Distributed Object Computing Workshop, EDOC'10},
pages = {376-381},
publisher = {IEEE},
keywords = {Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Ventura, S; Pechenizkiy, M; Baker, R S Handbook of Educational Data Mining Book 1st, CRC Press, 2010, ISBN: 1-43980-457-5. Links | BibTeX | Tags: Educational Data Mining @book{VenturaRomero2010,
title = {Handbook of Educational Data Mining},
author = {Romero, C. and Ventura, S. and Pechenizkiy, M. and Baker, R. S.},
url = {https://www.crcpress.com/Handbook-of-Educational-Data-Mining/Romero-Ventura-Pechenizkiy-Baker/p/book/9781439804575},
isbn = {1-43980-457-5},
year = {2010},
date = {2010-01-01},
publisher = {CRC Press},
edition = {1st},
keywords = {Educational Data Mining},
pubstate = {published},
tppubtype = {book}
}
|
Widera, P; Bacardit, J; Krasnogor, N; García-Martínez, C; Lozano, M Evolutionary Symbolic Discovery for Bioinformatics, Systems and Synthetic Biology Inproceedings Genetic and Evolutionary Computation Conference (GECCO'10), pp. 1991–1998, 2010. Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics @inproceedings{Widera2010,
title = {Evolutionary Symbolic Discovery for Bioinformatics, Systems and Synthetic Biology},
author = {Widera, P. and Bacardit, J. and Krasnogor, N. and Garc\^{i}a-Mart\^{i}nez, C. and Lozano, M.},
url = {http://dl.acm.org/citation.cfm?id=1830842},
year = {2010},
date = {2010-01-01},
booktitle = {Genetic and Evolutionary Computation Conference (GECCO'10)},
pages = {1991--1998},
keywords = {Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zafra, A; Ventura, S Grammar guided genetic programming for multiple instance learning: An experimental study Inproceedings pp. 925-931, 2010. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning @inproceedings{Zafra-2010-GECCO,
title = {Grammar guided genetic programming for multiple instance learning: An experimental study},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1145/1830483.1830647},
doi = {10.1145/1830483.1830647},
year = {2010},
date = {2010-01-01},
journal = {Proceedings of the 12th Genetic and Evolutionary Computation Conference, GECCO'10},
pages = {925-931},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zafra, A; Pechenizkiy, M; Ventura, S Reducing dimensionality in multiple instance learning with a filter method Inproceedings Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, HAIS'10, pp. 35-44, 2010. Links | BibTeX | Tags: Feature Selection, Multi-instance Learning @inproceedings{Zafra-2010-HAIS,
title = {Reducing dimensionality in multiple instance learning with a filter method},
author = {Zafra, A. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-13803-4_5},
doi = {10.1007/978-3-642-13803-4_5},
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 = {35-44},
keywords = {Feature Selection, Multi-instance Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zafra, A; Ventura, S Web usage mining for improving students performance in learning management systems Inproceedings Proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA-AIE'10, pp. 439-449, 2010. Links | BibTeX | Tags: Multi-instance Learning, Predicting Student Performance @inproceedings{Zafra-2010-IEAAIE,
title = {Web usage mining for improving students performance in learning management systems},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/978-3-642-13033-5_45},
doi = {10.1007/978-3-642-13033-5_45},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA-AIE'10},
volume = {6098 LNAI},
number = {PART 3},
pages = {439-449},
keywords = {Multi-instance Learning, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zafra, A; Ventura, S G3P-MI: A genetic programming algorithm for multiple instance learning Journal Article Information Sciences, 180 (23), pp. 4496-4513, 2010. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning @article{Zafra-2010-INS,
title = {G3P-MI: A genetic programming algorithm for multiple instance learning},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.ins.2010.07.031},
doi = {10.1016/j.ins.2010.07.031},
year = {2010},
date = {2010-01-01},
journal = {Information Sciences},
volume = {180},
number = {23},
pages = {4496-4513},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Pechenizkiy, M; Ventura, S Feature selection is the reliefF for multiple instance learning Inproceedings Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, ISDA'10, pp. 525-532, 2010. Links | BibTeX | Tags: Feature Selection, Multi-instance Learning @inproceedings{Zafra-2010-ISDA,
title = {Feature selection is the reliefF for multiple instance learning},
author = {Zafra, A. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2010.5687210},
doi = {10.1109/ISDA.2010.5687210},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, ISDA'10},
pages = {525-532},
keywords = {Feature Selection, Multi-instance Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Romero, C; Luna, J M; Romero, J R; Ventura, S Mining Rare Association Rules from e-Learning Data Inproceedings Proceedings of the 3rd International Conference on Educational Data Mining, pp. 171–180, Pittsburgh, PA, USA, 2010. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining, Pattern Mining, Unsupervised Learning @inproceedings{2010-EDM-RARE,
title = {Mining Rare Association Rules from e-Learning Data},
author = {Romero, C. and Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_14.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 3rd International Conference on Educational Data Mining},
pages = {171--180},
address = {Pittsburgh, PA, USA},
series = {EDM 2010},
keywords = {Association Rule Mining, Educational Data Mining, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Ramírez, A; Romero, J R; Ventura, S An intruder detection approach based on infrequent rating pattern mining Inproceedings Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, pp. 682–688, Cairo, Egypt, 2010. Links | BibTeX | Tags: Pattern Mining @inproceedings{2010-ISDA-Intruder,
title = {An intruder detection approach based on infrequent rating pattern mining},
author = {Luna, J. M. and Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5687184},
doi = {10.1109/ISDA.2010.5687184},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 10th International Conference on Intelligent Systems Design and Applications},
pages = {682--688},
address = {Cairo, Egypt},
series = {ISDA 2010},
keywords = {Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Alcalá-Fdez, J; Robles, I; Herrera, F; García, S; del Jesús, M J; Sánchez, L; Bernadó-Mansilla, E; Peregrín, A; Ventura, S Introduction to the experimental design in the data mining tool KEEL Journal Article Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies, pp. 1-25, 2010. Links | BibTeX | Tags: Data Mining Software @article{Alcala-Fdez-2010-ISCEDM,
title = {Introduction to the experimental design in the data mining tool KEEL},
author = {Alcal\'{a}-Fdez, J. and Robles, I. and Herrera, F. and Garc\^{i}a, S. and del Jes\'{u}s, M. J. and S\'{a}nchez, L. and Bernad\'{o}-Mansilla, E. and Peregr\^{i}n, A. and Ventura, S.},
url = {http://dx.doi.org/10.4018/978-1-61520-757-2.ch001},
doi = {10.4018/978-1-61520-757-2.ch001},
year = {2010},
date = {2010-01-01},
journal = {Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies},
pages = {1-25},
keywords = {Data Mining Software},
pubstate = {published},
tppubtype = {article}
}
|
Ávila, J L; Gibaja, E; Ventura, S Evolving multi-label classification rules with gene expression programming: a preliminary study Inproceedings International Conference on Hybrid Artificial Intelligence Systems, pp. 9–16, Springer 2010. BibTeX | Tags: Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning @inproceedings{avila2010evolving,
title = {Evolving multi-label classification rules with gene expression programming: a preliminary study},
author = {\'{A}vila, J. L. and Gibaja, E. and Ventura, S.},
year = {2010},
date = {2010-01-01},
booktitle = {International Conference on Hybrid Artificial Intelligence Systems},
pages = {9--16},
organization = {Springer},
keywords = {Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cano, A; Zafra, A; Ventura, S Speeding Up Evolutionary Learning Algorithms using GPUs Inproceedings XV Congreso Español sobre Tecnologías y Lógica Fuzzy, ESTYLF'10, pp. 229–234, 2010. BibTeX | Tags: Evolutionary Algorithms, GP-GPU, Scalability @inproceedings{Cano-2010-ESTYLF,
title = {Speeding Up Evolutionary Learning Algorithms using GPUs},
author = {Cano, A. and Zafra, A. and Ventura, S.},
year = {2010},
date = {2010-01-01},
booktitle = {XV Congreso Espa\~{n}ol sobre Tecnolog\^{i}as y L\'{o}gica Fuzzy, ESTYLF'10},
pages = {229--234},
keywords = {Evolutionary Algorithms, GP-GPU, Scalability},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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}
}
|