2012
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Luna, J M; Romero, J R; Ventura, S Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules Journal Article Knowledge and Information Systems, 32 (1), pp. 53-76, 2012. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna:2012,
title = {Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://link.springer.com/article/10.1007/s10115-011-0419-z},
doi = {10.1007/s10115-011-0419-z},
year = {2012},
date = {2012-01-01},
journal = {Knowledge and Information Systems},
volume = {32},
number = {1},
pages = {53-76},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S A genetic programming free-parameter algorithm for mining association rules Inproceedings Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, pp. 64-69, Kochi, India, 2012. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2012-ISDA,
title = {A genetic programming free-parameter algorithm for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6416514},
doi = {10.1109/ISDA.2012.6416514},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications},
pages = {64-69},
address = {Kochi, India},
series = {ISDA'12},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Olmo, J L; Romero, J R; Ventura, S Minería de reglas de asociación poco frecuentes con programación genética Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 181-188, Albacete, España, 2012. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2012-MAEB,
title = {Miner\^{i}a de reglas de asociaci\'{o}n poco frecuentes con programaci\'{o}n gen'{e}tica},
author = {Luna, J. M. and Olmo, J. L. and Romero, J. R. and Ventura, S.},
year = {2012},
date = {2012-01-01},
booktitle = {VIII Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {181-188},
address = {Albacete, Espa\~{n}a},
series = {MAEB'12},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ramírez, A; Luna, J M; Romero, J R; Ventura, S Detección de intrusos con reglas de asociación: un estudio preliminar Inproceedings VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 235-242, Albacete, España, 2012. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining @inproceedings{Ramirez-2012-MAEB,
title = {Detecci\'{o}n de intrusos con reglas de asociaci\'{o}n: un estudio preliminar},
author = {Ram\^{i}rez, A. and Luna, J. M. and Romero, J. R. and Ventura, S.},
year = {2012},
date = {2012-01-01},
booktitle = {VIII Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {235-242},
address = {Albacete, Espa\~{n}a},
series = {MAEB'12},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining},
pubstate = {published},
tppubtype = {inproceedings}
}
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2011
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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}
}
|
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}
}
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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}
}
|
2010
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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}
}
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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}
}
|
Luna, J M; Romero, J R; Ventura, S G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules Inproceedings Proceedings of the IEEE Congress on Evolutionary Computation, pp. 2586–2593, Barcelona, Spain, 2010. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{G3PARM:2010,
title = {G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5586504},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation},
pages = {2586--2593},
address = {Barcelona, Spain},
series = {IEEE CEC 2010},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Romero, J R; Ventura, S Analysis of the Effectiveness of G3PARM Algorithm Inproceedings Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, pp. 27-34, San Sebastian, Spain, 2010. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2010-HAIS,
title = {Analysis of the Effectiveness of G3PARM Algorithm},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-13803-4_4},
doi = {10.1007/978-3-642-13803-4_4},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems},
pages = {27-34},
address = {San Sebastian, Spain},
series = {HAIS'10},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|