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\n  \n 2016\n \n \n (13)\n \n \n
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\n \n\n \n \n \n \n \n \n Big Data on Real-World Applications.\n \n \n \n \n\n\n \n Ventura, S.; Luna, J. M.; and Cano, A.\n\n\n \n\n\n\n InTech, 1st edition, 2016.\n \n\n\n\n
\n\n\n\n \n \n \"BigPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@BOOK{VenturaLC16,\n\tauthor = {Ventura, S. and Luna, J. M. and Cano, A.},\n\ttitle = {Big Data on Real-World Applications},\n\tyear = {2016},\n\tisbn = {978-953-51-2490-0},\n\tedition = {1st},\n\tpublisher = {InTech},\n\turl = {http://www.intechopen.com/books/big-data-on-real-world-applications},\n\tdoi = {10.5772/61396}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n Pattern Mining with Evolutionary Algorithms.\n \n \n \n \n\n\n \n Ventura, S.; and Luna, J. M.\n\n\n \n\n\n\n Springer, 2016.\n \n\n\n\n
\n\n\n\n \n \n \"PatternPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@BOOK{VenturaL16,\n\tauthor = {S. Ventura and J. M. Luna},\n\ttitle = {Pattern Mining with Evolutionary Algorithms},\n\tpublisher = {Springer},\n\tyear = {2016},\n\turl = {http://dx.doi.org/10.1007/978-3-319-33858-3},\n\tdoi = {10.1007/978-3-319-33858-3},\n\tisbn = {978-3-319-33857-6}\n}\n\n
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\n \n\n \n \n \n \n \n \n LAIM discretization for multi-label data.\n \n \n \n \n\n\n \n Cano, A.; Luna, J. M.; Gibaja, E.; and Ventura, S.\n\n\n \n\n\n\n Information Science, 330: 370–384. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"LAIMPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Cano-2016,\n\tauthor = {A. Cano and J. M. Luna and E. Gibaja and S. Ventura},\n\ttitle = {{LAIM} discretization for multi-label data},\n\tjournal = {Information Science},\n\tvolume = {330},\n\tpages = {370--384},\n\tyear = {2016},\n\turl = {http://dx.doi.org/10.1016/j.ins.2015.10.032},\n\tdoi = {10.1016/j.ins.2015.10.032}\n}\n\n
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\n \n\n \n \n \n \n \n \n Discovering useful patterns from multiple instance data.\n \n \n \n \n\n\n \n Luna, J. M.; Cano, A.; Sakalauskas, V.; and Ventura, S.\n\n\n \n\n\n\n Information Science, 357: 23–38. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"DiscoveringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna0SV16,\n\tauthor = {J. M. Luna and A. Cano and V. Sakalauskas and S. Ventura},\n\ttitle = {Discovering useful patterns from multiple instance data},\n\tjournal = {Information Science},\n\tvolume = {357},\n\tpages = {23--38},\n\tyear = {2016},\n\turl = {http://dx.doi.org/10.1016/j.ins.2016.04.007},\n\tdoi = {10.1016/j.ins.2016.04.007}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining exceptional relationships with grammar-guided genetic programming.\n \n \n \n \n\n\n \n Luna, J. M.; Pechenizkiy, M.; and Ventura, S.\n\n\n \n\n\n\n Knowledge and Information Systems, 47(3): 571–594. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{LunaPV16,\n\tauthor = {J. M. Luna and M. Pechenizkiy and S. Ventura},\n\ttitle = {Mining exceptional relationships with grammar-guided genetic programming},\n\tjournal = {Knowledge and Information Systems},\n\tvolume = {47},\n\tnumber = {3},\n\tpages = {571--594},\n\tyear = {2016},\n\turl = {http://dx.doi.org/10.1007/s10115-015-0859-y},\n\tdoi = {10.1007/s10115-015-0859-y}\n}\n\n
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\n \n\n \n \n \n \n \n \n Pattern mining: current status and emerging topics.\n \n \n \n \n\n\n \n Luna, J. M.\n\n\n \n\n\n\n Progress in Artificial Intelligence, 5(3): 165–170. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"PatternPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{LunaPRAI16,\n\tauthor = {J. M. Luna},\n\ttitle = {Pattern mining: current status and emerging topics},\n\tjournal = {Progress in Artificial Intelligence},\n\tvolume = {5},\n\tnumber = {3},\n\tpages = {165--170},\n\tyear = {2016},\n\turl = {http://dx.doi.org/10.1007/s13748-016-0090-4},\n\tdoi = {10.1007/s13748-016-0090-4}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets.\n \n \n \n \n\n\n \n Padillo, F.; Luna, J. M.; Cano, A.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 11th International Conference on Hybrid Artificial Intelligence Systems, of HAIS 2016, pages 365-376, Seville, Spain, 2016. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Padillo:HAIS16:2016,\n\ttitle={A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets},\n\tauthor={Padillo, F. and Luna, J. M. and Cano, A. and Ventura, S.},\n\tbooktitle={Proceedings of the 11th International Conference on Hybrid Artificial Intelligence Systems},\n\tseries ={HAIS 2016},\n\taddress = {Seville, Spain},\n\tpages={365-376},\n\tyear={2016},\n\tdoi= {10.1007/978-3-319-32034-2_31},\n\turl = {http://dx.doi.org/10.1007/978-3-319-32034-2_31}\n}\n\n
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\n \n\n \n \n \n \n \n \n Subgroup discovery on Big Data: exhaustive methodologies using Map-Reduce.\n \n \n \n \n\n\n \n Padillo, F.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, pages 1684–1691, Tianjin, China, Aug 2016. \n \n\n\n\n
\n\n\n\n \n \n \"SubgroupPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Padillo:BigDataSE16:16,\n\tauthor = {Padillo, F. and Luna, J. M. and Ventura, S.},\n\ttitle = {Subgroup discovery on Big Data: exhaustive methodologies using Map-Reduce},\n\tbooktitle={Proceedings of the 2016 {IEEE} Trustcom/BigDataSE/ISPA}, \n\tyear = {2016},\n\taddress = {Tianjin, China},\n\tpages= {1684--1691},\n\tmonth={Aug},\n\tdoi = {10.1109/TrustCom/BigDataSE/ISPA.2016.256},\n\turl = {http://dx.doi.org/10.1109/TrustCom/BigDataSE/ISPA.2016.256}\n} \n\n
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\n \n\n \n \n \n \n \n \n Speeding-Up Association Rule Mining With Inverted Index Compression.\n \n \n \n \n\n\n \n Luna, J. M.; Cano, A.; Pechenizkiy, M.; and Ventura, S.\n\n\n \n\n\n\n IEEE Transactions on Cybernetics, Online first(-): -. 2016.\n \n\n\n\n
\n\n\n\n \n \n \"Speeding-UpPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{LunaSpeedingUp,\n\tauthor = {J. M. Luna and A. Cano and M. Pechenizkiy and S. Ventura},\n\ttitle = {Speeding-Up Association Rule Mining With Inverted Index Compression},\n\tjournal = {{IEEE} Transactions on Cybernetics},\n\tvolume = {Online first},\n\tnumber = {-},\n\tpages = {-},\n\tyear = {2016},\n\turl = {http://dx.doi.org/ 10.1109/TCYB.2015.2496175},\n\tdoi = {10.1109/TCYB.2015.2496175}\n}\n\n
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\n \n\n \n \n \n \n \n Minería de reglas de asociación excepcionales extraidas con algoritmos evolutivos.\n \n \n \n\n\n \n Luna, J. M.; Padillo, F.; and Ventura, S.\n\n\n \n\n\n\n In XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pages 127-136, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@InProceedings{Luna:MAEB16:16,\n  Title                    = {Miner\\'ia de reglas de asociaci\\'on excepcionales extraidas con algoritmos evolutivos},\n  Author                   = { Luna, J. M. and Padillo, F. and Ventura, S.},\n  Booktitle                = {{XI} Congreso Espa\\~nol sobre Metaheur\\'isticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},\n  Year                     = {2016},\n  Pages                    = {127-136},\n  ISBN                     = {978-84-9012-632-5}\n}\n\n
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\n \n\n \n \n \n \n \n Algoritmo de programación genética gramatical para la extracción de reglas de asociación en Big Data usando el paradigma MapReduce.\n \n \n \n\n\n \n Padillo, F.; Luna, J. M.; Ventura, S.; and Herrera, F.\n\n\n \n\n\n\n In XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pages 137-148, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Padillo:MAEB16:16,\n  Title                    = {Algoritmo de programaci\\'on gen\\'etica gramatical para la extracci\\'on de reglas de asociaci\\'on en {B}ig {D}ata usando el paradigma {M}ap{R}educe},\n  Author                   = {Padillo, F. and Luna, J. M. and Ventura, S. and Herrera, F.},\n  Booktitle                = {{XI} Congreso Espa\\~nol sobre Metaheur\\'isticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},\n  Year                     = {2016},\n  Pages                    = {137-148},\n  ISBN                     = {978-84-9012-632-5}\n}\n
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\n \n\n \n \n \n \n \n Minería de patrones en Big Data.\n \n \n \n\n\n \n Padillo, F.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In VIII Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA'16), pages 769-778, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Padillo:TAMIDA16:16,\n  Title                    = {Miner\\'ia de patrones en {B}ig {D}ata},\n  Author                   = {Padillo, F. and Luna, J. M. and Ventura, S.},\n  Booktitle                = {{VIII} Simposio {T}eor\\'ia y {A}plicaciones de Miner\\'ia de Datos ({TAMIDA}'16)},\n  Year                     = {2016},\n  Pages                    = {769-778},\n  ISBN                     = {978-84-9012-632-5}\n}\n
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\n \n\n \n \n \n \n \n Búsquedas exhaustivas de subgrupos con MapReduce en Big Data.\n \n \n \n\n\n \n Padillo, F.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In VIII Simposio Teoría y Aplicaciones de Minería de Datos (TAMIDA'16), pages 779-788, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@InProceedings{Padillo:TAMIDA16_SD:16,\n  Title                    = {B\\'usquedas exhaustivas de subgrupos con {M}ap{R}educe en {B}ig {D}ata},\n  Author                   = {Padillo, F. and Luna, J. M. and Ventura, S.},\n  Booktitle                = {{VIII} Simposio {T}eor\\'ia y {A}plicaciones de Miner\\'ia de Datos ({TAMIDA}'16)},\n  Year                     = {2016},\n  Pages                    = {779-788},\n  ISBN                     = {978-84-9012-632-5}\n}\n\n\n
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\n  \n 2015\n \n \n (9)\n \n \n
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\n \n\n \n \n \n \n \n Diseño automático de multi-clasificadores basados en proyecciones de etiquetas.\n \n \n \n\n\n \n Moyano, J. M.; Gibaja, E.; Cano, A.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In XVI Conferencia de la Asociación Española para la Inteligencia Artificial, of CAEPIA'15, pages 355–365, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{Moyano2015b_CAEPIA,\n\tauthor = {J. M. Moyano and E. Gibaja and A. Cano and J. M. Luna and S. Ventura},\n\ttitle = {Dise\\~{n}o autom{\\'{a}}tico de multi-clasificadores basados en proyecciones de etiquetas},\n\tbooktitle = {XVI Conferencia de la Asociaci{\\'{o}}n Espa\\~{n}ola para la Inteligencia Artificial}, \n\tseries = {CAEPIA'15},\n\tpages = {355--365},\n\tyear = {2015}\n}\n\n
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\n \n\n \n \n \n \n \n Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta.\n \n \n \n\n\n \n Moyano, J. M.; Gibaja, E.; Cano, A.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB'15, pages 219-225, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{Moyano-2015-MAEB,\n\tauthor = {Moyano, J. M. and Gibaja, E. and Cano, A. and Luna, J. M. and Ventura, S.},\n\ttitle = {Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta},\n\tbooktitle = {X Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados}, \n\tseries = {MAEB'15},\n\tyear = {2015},\n\tpages = {219-225}\n}\n\n
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\n \n\n \n \n \n \n \n Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal.\n \n \n \n\n\n \n Sanchez, J. A.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB'15, pages 119-126, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{Sanchez-2015-MAEB,\n\tauthor = {Sanchez, J. A. and Luna, J. M. and Ventura, S.},\n\ttitle = {Modelo de Reglas de Asociaci\\'{o}n para el Diagn\\'{o}stico de Prestaciones en el Servicio P\\'{u}blico de Empleo Estatal},\n\tbooktitle = {X Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados}, \n\tseries = {MAEB'15},\n\tyear = {2015},\n\tpages = {119-126}\n}\n\n
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\n \n\n \n \n \n \n \n \n A Classification Module for Genetic Programming Algorithms in JCLEC.\n \n \n \n \n\n\n \n Cano, A.; Luna, J. M.; Zafra, A.; and Ventura, S.\n\n\n \n\n\n\n Journal of Machine Learning Research, 16: 491-494. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna-2015-JMLR,\n\tauthor = {Cano, A. and Luna, J. M. and Zafra, A. and Ventura, S.},\n\ttitle = {A Classification Module for Genetic Programming Algorithms in JCLEC},\n\tjournal = {Journal of Machine Learning Research},\n\tyear = {2015},\n\tvolume = {16},\n\tpages = {491-494},\n\turl = {http://jmlr.org/papers/volume16/cano15a/cano15a.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Discovering clues to avoid middle school failure at early stages.\n \n \n \n \n\n\n \n Jiménez, M. A.; Luna, J. M.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 5th International Conference on Learning Analytics and Knowledge, of LAK '15, pages 300-304, 2015. \n \n\n\n\n
\n\n\n\n \n \n \"DiscoveringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2015-LAK,\n\tauthor = {Jim\\'{e}nez, M. A. and Luna, J. M. and Romero, C. and Ventura, S.},\n\ttitle = {Discovering clues to avoid middle school failure at early stages},\n\tbooktitle = {Proceedings of the 5th International Conference on Learning Analytics and Knowledge}, \n\tseries = {LAK '15},\n\tyear = {2015},\n\tpages = {300-304},\n\tdoi = {10.1145/2723576.2723597},\n\tisbn = {978-1-4503-3417-4},\n\turl = {http://dl.acm.org/citation.cfm?id=2723597&dl=ACM&coll=DL&CFID=501310898&CFTOKEN=38124969}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n An evolutionary algorithm for the discovery of rare class association rules in learning management systems.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, C.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n Applied Intelligence, 42(3): 501-513. 2015.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna-2015-APIN,\n\tauthor = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},\n\ttitle = {An evolutionary algorithm for the discovery of rare class association rules in learning management systems},\n\tjournal = {Applied Intelligence},\n\tyear = {2015},\n\tvolume = {42},\n\tpages = {501-513},\n\tnumber = {3},\n\tdoi = {10.1007/s10489-014-0603-4},\n\turl = {http://dx.doi.org/10.1007/s10489-014-0603-4}\n}\n\n
\n
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\n \n\n \n \n \n \n \n \n Proceedings of the 8th International Conference on Educational Data Mining, EDM 2015, Madrid, Spain, June 26-29, 2015.\n \n \n \n \n\n\n \n Santos, O. C.; Boticario, J.; Romero, C.; Pechenizkiy, M.; Merceron, A.; Mitros, P.; Luna, J. M.; Mihaescu, M. C.; Moreno, P.; Hershkovitz, A.; Ventura, S.; and Desmarais, M.,\n editors.\n \n\n\n \n\n\n\n International Educational Data Mining Society (IEDMS). 2015.\n \n\n\n\n
\n\n\n\n \n \n \"ProceedingsPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@proceedings{DBLP:conf/edm/2015,\n\teditor = {Olga C. Santos and Jesus Boticario and C. Romero and Mykola Pechenizkiy and Agathe Merceron and Piotr Mitros and J. M. Luna and Marian Cristian Mihaescu and Pablo Moreno and Arnon Hershkovitz and S. Ventura and Michel Desmarais},\n\ttitle = {Proceedings of the 8th International Conference on Educational Data Mining, {EDM} 2015, Madrid, Spain, June 26-29, 2015},\n\tpublisher = {International Educational Data Mining Society {(IEDMS)}},\n\tyear = {2015},\n\turl = {http://www.educationaldatamining.org/EDM2015/index.php?page=proceedings},\n\tisbn = {978-8-4606-9425-0}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n An Evolutionary Self-Adaptive Algorithm for Mining Association Rules.\n \n \n \n \n\n\n \n Luna, J. M.; Cano, A.; and Ventura, S.\n\n\n \n\n\n\n In Data Mining: Principles, Applications and Emerging Challenges. Nova Publishers, 2015.\n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INCOLLECTION{Luna-2015-Book,\n\tauthor = {Luna, J. M. and Cano, A. and Ventura, S.},\n\ttitle = {An Evolutionary Self-Adaptive Algorithm for Mining Association Rules},\n\tbooktitle = {Data Mining: Principles, Applications and Emerging Challenges},\n\tpublisher = {Nova Publishers},\n\tyear = {2015},\n\tisbn = {978-1-63463-770-1},\n\turl = {https://www.novapublishers.com/catalog/product_info.php?products_id=53111}\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Genetic Programming for Mining Association Rules in Relational Database Environments.\n \n \n \n \n\n\n \n Luna, J. M.; Cano, A.; and Ventura, S.\n\n\n \n\n\n\n In Handbook of Genetic Programming Applications, pages 431-450. Springer International Publishing, 2015.\n \n\n\n\n
\n\n\n\n \n \n \"GeneticPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INCOLLECTION{Gandomi:2015,\n\tyear={2015},\n\tisbn={978-3-319-20882-4},\n\tbooktitle={Handbook of Genetic Programming Applications},\n\ttitle={Genetic Programming for Mining Association Rules in Relational Database Environments},\n\tpublisher={Springer International Publishing},\n\tauthor={Luna, J. M. and Cano, A. and Ventura, S.},\n\tpages={431-450},\n\turl = {http://link.springer.com/chapter/10.1007%2F978-3-319-20883-1_17}\n}\n\n\n\n\n%%%%%%%%%%%%%%%%%%% 2016 %%%%%%%%%%%%%%%%%%%\n\n
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\n  \n 2014\n \n \n (3)\n \n \n
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\n \n \n
\n \n\n \n \n \n \n \n \n Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n Integrated Computer Aided Engineering, 21(4): 321-337. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"ReducingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna-2014-ICAE,\n\tauthor = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},\n\ttitle = {Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm},\n\tjournal = {Integrated Computer Aided Engineering},\n\tyear = {2014},\n\tvolume = {21},\n\tpages = {321-337},\n\tnumber = {4},\n\tdoi = {10.3233/ICA-140467},\n\turl = {http://iospress.metapress.com/content/4170361m2628p781/}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n IEEE Transactions on Cybernetics, 44(12): 2329-2341. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{LunaSD:2014,\n\tauthor={Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},\n\ttitle={On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery},\n\tjournal={{IEEE} Transactions on Cybernetics},\n\tvolume={44},\n\tnumber={12},\n\tyear={2014},\n\tissn={2168-2267},\n\tpages={2329-2341},\n\tdoi = {10.1109/TCYB.2014.2306819},\n\turl = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6756991}\n}\n\n
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\n \n\n \n \n \n \n \n \n On the adaptability of G3PARM to the extraction of rare association rules.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n Knowledge and Information Systems, 38(2): 391-418. 2014.\n \n\n\n\n
\n\n\n\n \n \n \"OnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna-2014-KAIS,\n\tauthor = {Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {On the adaptability of G3PARM to the extraction of rare association rules},\n\tjournal = {Knowledge and Information Systems},\n\tyear = {2014},\n\tvolume = {38},\n\tpages = {391-418},\n\tnumber = {2},\n\tdoi = {10.1007/s10115-012-0591-9},\n\turl = {http://dx.doi.org/10.1007/s10115-012-0591-9}\n}\n\n\n\n%%%%%%%%%%%%%%%%%%% 2015 %%%%%%%%%%%%%%%%%%%\n\n
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\n  \n 2013\n \n \n (8)\n \n \n
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\n \n \n
\n \n\n \n \n \n \n \n \n Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data.\n \n \n \n \n\n\n \n Romero, C.; Zafra, A.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n Expert Systems, 30(2): 162-172. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"AssociationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Romero-2013-EXSY,\n\tauthor = {Romero, C. and Zafra, A. and Luna, J. M. and Ventura, S.},\n\ttitle = {Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data},\n\tjournal = {Expert Systems},\n\tyear = {2013},\n\tvolume = {30},\n\tpages = {162-172},\n\tnumber = {2},\n\tdoi = {10.1111/j.1468-0394.2012.00627.x},\n\turl = {http://dx.doi.org/10.1111/j.1468-0394.2012.00627.x}\n}\n\n
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\n \n\n \n \n \n \n \n \n High performance evaluation of evolutionary-mined association rules on GPUs.\n \n \n \n \n\n\n \n Cano, A.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n The Journal of Supercomputing, 66(3): 1438-1461. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"HighPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Cano:2013,\n\tauthor={Cano, A. and Luna, J. M. and Ventura, S.},\n\ttitle={High performance evaluation of evolutionary-mined association rules on GPUs},\n\tyear={2013},\n\tissn={0920-8542},\n\tjournal={The Journal of Supercomputing},\n\tvolume={66},\n\tnumber={3},\n\tpublisher={Springer US},\n\tpages={1438-1461},\n\tdoi = {10.1007/s11227-013-0937-4},\n\turl = {http://dx.doi.org/10.1007/s11227-013-0937-4}\n}\n\n
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\n \n\n \n \n \n \n \n \n Discovering Subgroups by means of Genetic Programming.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 16th European Conference on Genetic Programming, of EuroGP'13, pages 121-132, Vienna, Austria, 2013. \n \n\n\n\n
\n\n\n\n \n \n \"DiscoveringPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2013-EUROGP,\n\tauthor = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},\n\ttitle = {Discovering Subgroups by means of Genetic Programming},\n\tbooktitle = {Proceedings of the 16th European Conference on Genetic Programming}, \n\tseries = {EuroGP'13},\n\tyear = {2013},\n\taddress = {Vienna, Austria},\n\tpages = {121-132},\n\tdoi = {10.1007/978-3-642-37207-0_11},\n\turl = {http://link.springer.com/chapter/10.1007%2F978-3-642-37207-0_11}\n}\n\n
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\n \n\n \n \n \n \n \n \n Grammar-based multi-objective algorithms for mining association rules.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n Data and Knowledge Engineering, 86: 19-37. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"Grammar-basedPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna-2013-DKE,\n\tauthor = {Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Grammar-based multi-objective algorithms for mining association rules},\n\tjournal = {Data and Knowledge Engineering},\n\tyear = {2013},\n\tvolume = {86},\n\tpages = {19-37},\n\tdoi = {10.1016/j.datak.2013.01.002},\n\turl = {http://dx.doi.org/10.1016/j.datak.2013.01.002}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining association rules with single and multi-objective grammar guided ant programming.\n \n \n \n \n\n\n \n Olmo, J. L.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n Integrated Computer-Aided Engineering, 20(3): 217-234. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Olmo-2013-ICAE,\n\tauthor = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Mining association rules with single and multi-objective grammar guided ant programming},\n\tjournal = {Integrated Computer-Aided Engineering},\n\tyear = {2013},\n\tvolume = {20},\n\tpages = {217-234},\n\tnumber = {3},\n\tdoi = {10.3233/ICA-130430},\n\turl = {http://dx.doi.org/10.3233/ICA-130430}\n}\n\n
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\n \n\n \n \n \n \n \n \n Predicting students' final performance from participation in on-line discussion forums.\n \n \n \n \n\n\n \n Romero, C.; López, M. I.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n Computers and Education, 68: 458-472. 2013.\n \n\n\n\n
\n\n\n\n \n \n \"PredictingPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Romero-2013-CAE,\n\tauthor = {Romero, C. and L\\'{o}pez, M. I. and Luna, J. M. and Ventura, S.},\n\ttitle = {Predicting students' final performance from participation in on-line discussion forums},\n\tjournal = {Computers and Education},\n\tyear = {2013},\n\tvolume = {68},\n\tpages = {458-472},\n\tdoi = {10.1016/j.compedu.2013.06.009},\n\turl = {http://dx.doi.org/10.1016/j.compedu.2013.06.009}\n}\n\n
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\n \n\n \n \n \n \n \n Extracción de reglas de asociación frecuentes en bases de datos relacionales.\n \n \n \n\n\n \n Luna, J. M.; Romero, C.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB'13, pages 753-762, Madrid, España, 2013. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2013-MAEB,\n\tauthor = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},\n\ttitle = {Extracci\\'{o}n de reglas de asociaci\\'{o}n frecuentes en bases de datos relacionales},\n\tbooktitle = {IX Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados}, \n\tseries = {MAEB'13},\n\taddress = {Madrid, Espa\\~{n}a},\n\tyear = {2013},\n\tpages = {753-762}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n EDM para la detección precoz del fracaso escolar en secundaria.\n \n \n \n\n\n \n Jiménez, M.; Luna, J. M.; and Ventura, S.\n\n\n \n\n\n\n In VI Simposio de Teoría y Aplicaciones de Minería de Datos, of TAMIDA 2013, pages 1353-1362, Madrid, España, 2013. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2013-TAMIDA,\n\tauthor = {Jim\\'{e}nez, M. and Luna, J. M. and Ventura, S.},\n\ttitle = {{EDM} para la detecci\\'{o}n precoz del fracaso escolar en secundaria},\n\tbooktitle = {VI Simposio de Teor\\'{i}a y Aplicaciones de Miner\\'{i}a de Datos}, \n\tseries = {TAMIDA 2013},\n\taddress = {Madrid, Espa\\~{n}a},\n\tyear = {2013},\n\tpages = {1353-1362}\n}\n\n\n\n%%%%%%%%%%%%%%%%%%% 2014 %%%%%%%%%%%%%%%%%%%\n\n
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\n  \n 2012\n \n \n (7)\n \n \n
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\n \n\n \n \n \n \n \n Modelo gravitacional para clasificación.\n \n \n \n\n\n \n Cano, A.; Luna, J. M.; Zafra, A.; and Ventura, S.\n\n\n \n\n\n\n In VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB'12, pages 63–70, Albacete, España, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Cano-2012-MAEB,\n\tauthor = {Cano, A. and Luna, J. M. and Zafra, A. and Ventura, S.},\n\ttitle = {Modelo gravitacional para clasificaci\\'{o}n},\n\tbooktitle = {VIII Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados}, \n\tseries = {MAEB'12},\n\taddress = {Albacete, Espa\\~{n}a},\n\tyear = {2012},\n\tpages = {63--70}\n}\n\n
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\n \n\n \n \n \n \n \n Minería de reglas de asociación poco frecuentes con programación genética.\n \n \n \n\n\n \n Luna, J. M.; Olmo, J. L.; Romero, J. R.; ; and Ventura, S.\n\n\n \n\n\n\n In VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB'12, pages 181-188, Albacete, España, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2012-MAEB,\n\tauthor = {Luna, J. M. and Olmo, J. L. and Romero, J. R. and and Ventura, S.},\n\ttitle = {Miner\\'{i}a de reglas de asociaci\\'{o}n poco frecuentes con programaci\\'{o}n gen\\'{e}tica},\n\tbooktitle = {VIII Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados}, \n\tseries = {MAEB'12},\n\taddress = {Albacete, Espa\\~{n}a},\n\tyear = {2012},\n\tpages = {181-188}\n}\n\n
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\n \n\n \n \n \n \n \n Detección de intrusos con reglas de asociación: un estudio preliminar.\n \n \n \n\n\n \n Ramírez, A.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB'12, pages 235-242, Albacete, España, 2012. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Ramirez-2012-MAEB,\n\tauthor = {Ram\\'{i}rez, A. and Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Detecci\\'{o}n de intrusos con reglas de asociaci\\'{o}n: un estudio preliminar},\n\tbooktitle = {VIII Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados}, \n\tseries = {MAEB'12},\n\taddress = {Albacete, Espa\\~{n}a},\n\tyear = {2012},\n\tpages = {235-242}\n}\n\n
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\n \n\n \n \n \n \n \n \n Classification via clustering for predicting final marks based on student participation in forums.\n \n \n \n \n\n\n \n López, M. I.; Luna, J. M.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 5th International Conference on Educational Data Mining, of EDM 2012, pages 148-151, Chania, Greece, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"ClassificationPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@INPROCEEDINGS{Romero-2012-EDM-A,\n\tauthor = {L\\'{o}pez, M. I. and Luna, J. M. and Romero, C. and Ventura, S.},\n\ttitle = {Classification via clustering for predicting final marks based on student participation in forums},\n\tbooktitle = {Proceedings of the 5th International Conference on Educational Data Mining}, \n\tseries = {EDM 2012},\n\tyear = {2012},\n\taddress = {Chania, Greece},\n\tpages = {148-151},\n\turl = {http://educationaldatamining.org/EDM2012/uploads/procs/Short_Papers/edm2012_short_3.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n Meta-learning approach for automatic parameter tuning: A case study with educational datasets.\n \n \n \n \n\n\n \n Molina, M. M.; Luna, J. M.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 5th International Conference on Educational Data Mining, of EDM 2012, pages 180-183, Chania, Greece, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"Meta-learningPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Romero-2012-EDM-B,\n\tauthor = {Molina, M. M. and Luna, J. M. and Romero, C. and Ventura, S.},\n\ttitle = {Meta-learning approach for automatic parameter tuning: A case study with educational datasets},\n\tbooktitle = {Proceedings of the 5th International Conference on Educational Data Mining}, \n\tseries = {EDM 2012},\n\tyear = {2012},\n\taddress = {Chania, Greece},\n\tpages = {180-183},\n\turl = {http://educationaldatamining.org/EDM2012/uploads/procs/Short_Papers/edm2012_short_5.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n A genetic programming free-parameter algorithm for mining association rules.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; Romero, C.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, of ISDA'12, pages 64-69, Kochi, India, 2012. \n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2012-ISDA,\n\tauthor = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},\n\ttitle = {A genetic programming free-parameter algorithm for mining association rules},\n\tbooktitle = {Proceedings of the 12th International Conference on Intelligent Systems Design and Applications}, \n\tseries = {ISDA'12},\n\taddress = {Kochi, India},\n\tyear = {2012},\n\tpages = {64-69},\n\tdoi = {10.1109/ISDA.2012.6416514},\n\turl = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6416514}\n}\n\n
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\n \n\n \n \n \n \n \n \n Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n Knowledge and Information Systems, 32(1): 53-76. 2012.\n \n\n\n\n
\n\n\n\n \n \n \"DesignPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Luna:2012,\n\tauthor = {Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules},\n\tjournal = {Knowledge and Information Systems},\n\tvolume = {32},\n\tnumber = {1},\n\tyear = {2012},\n\tpages = {53-76},\n\tdoi = {10.1007/s10115-011-0419-z},\n\turl = {http://link.springer.com/article/10.1007/s10115-011-0419-z}\n}\n\n\n\n%%%%%%%%%%%%%%%%%%% 2013 %%%%%%%%%%%%%%%%%%%\n\n\n
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\n  \n 2011\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n \n JCLEC meets WEKA!.\n \n \n \n \n\n\n \n Cano, A.; Luna, J. M.; Olmo, J. L.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, of HAIS'11, pages 388-395, Wroclaw, Poland, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"JCLECPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Cano-2011-HAIS,\n\tauthor = {Cano, A. and Luna, J. M. and Olmo, J. L. and Ventura, S.},\n\ttitle = {JCLEC meets WEKA!},\n\tbooktitle = {Proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems}, \n\tseries = {HAIS'11},\n\tyear = {2011},\n\tpages = {388-395},\n\taddress = {Wroclaw, Poland},\n\tdoi = {10.1007/978-3-642-21219-2_49},\n\turl = {http://link.springer.com/chapter/10.1007%2F978-3-642-21219-2_49}\n}\n\n
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\n \n\n \n \n \n \n \n \n Mining and Representing Rare Association Rules through the Use of Genetic Programming.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing, of NaBIC 2011, pages 86-91, Salamanca, Spain, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2011-NABIC,\n\tauthor = {Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Mining and Representing Rare Association Rules through the Use of Genetic Programming},\n\tbooktitle = {Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing}, \n\tseries = {NaBIC 2011},\n\tyear = {2011},\n\tpages = {86-91},\n\taddress = {Salamanca, Spain},\n\tdoi = {10.1109/NaBIC.2011.6089422},\n\turl = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6089422}\n}\n\n
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\n \n\n \n \n \n \n \n \n Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm.\n \n \n \n \n\n\n \n Olmo, J. L.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, of ISDA'11, pages 971-977, Cordoba, Spain, 2011. \n \n\n\n\n
\n\n\n\n \n \n \"AssociationPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Olmo-2011-ISDA,\n\tauthor = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm},\n\tbooktitle = {Proceedings of the 11th International Conference on Intelligent Systems Design and Applications}, \n\tseries = {ISDA'11},\n\taddress = {Cordoba, Spain},\n\tyear = {2011},\n\tpages = {971-977},\n\tdoi = {10.1109/ISDA.2011.6121784},\n\turl = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6121784}\n}\n\n
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\n\n\n
\n \n\n \n \n \n \n \n \n RM-Tool: A framework for discovering and evaluating association rules.\n \n \n \n \n\n\n \n Romero, C.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n Advances in Engineering Software, 42(8): 566-576. 2011.\n \n\n\n\n
\n\n\n\n \n \n \"RM-Tool:Paper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@ARTICLE{Romero-2011-AES,\n\tauthor = {Romero, C. and Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {RM-Tool: A framework for discovering and evaluating association rules},\n\tjournal = {Advances in Engineering Software},\n\tyear = {2011},\n\tvolume = {42},\n\tpages = {566-576},\n\tnumber = {8},\n\tdoi = {10.1016/j.advengsoft.2011.04.005},\n\turl = {http://dx.doi.org/10.1016/j.advengsoft.2011.04.005}\n}\n\n\n\n%%%%%%%%%%%%%%%%%%% 2012 %%%%%%%%%%%%%%%%%%%\n\n\n
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\n  \n 2010\n \n \n (6)\n \n \n
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\n \n \n
\n \n\n \n \n \n \n \n \n Mining Rare Association Rules from e-Learning Data.\n \n \n \n \n\n\n \n Romero, C.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 3rd International Conference on Educational Data Mining, of EDM 2010, pages 171–180, Pittsburgh, PA, USA, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"MiningPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{2010-EDM-RARE,\n\ttitle = {Mining Rare Association Rules from e-Learning Data},\n\tbooktitle = {Proceedings of the 3rd International Conference on Educational Data Mining},\n\tseries = {EDM 2010},\n\tauthor = {Romero, C. and Luna, J. M. and Romero, J. R. and Ventura, S.},\n\taddress = {Pittsburgh, PA, USA},\n\tpages = {171--180},\n\tyear = {2010},\n\turl = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010_submission_14.pdf}\n}\n\n
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\n \n\n \n \n \n \n \n \n G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the IEEE Congress on Evolutionary Computation, of IEEE CEC 2010, pages 2586–2593, Barcelona, Spain, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"G3PARM:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{G3PARM:2010,\n\ttitle = {{G3PARM}: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules},\n\tbooktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation},\n\tseries = {IEEE CEC 2010},\n\tauthor = {Luna, J. M. and Romero, J. R. and Ventura, S.},\n\tpages = {2586--2593},\n\taddress = {Barcelona, Spain},\n\tyear = {2010},\n\turl = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5586504}\n}\n\n
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\n \n\n \n \n \n \n \n \n Analysis of the Effectiveness of G3PARM Algorithm.\n \n \n \n \n\n\n \n Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, of HAIS'10, pages 27-34, San Sebastian, Spain, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"AnalysisPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Luna-2010-HAIS,\n\tauthor = {Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {Analysis of the Effectiveness of {G3PARM} Algorithm},\n\tbooktitle = {Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems}, \n\tseries = {HAIS'10},\n\tyear = {2010},\n\tpages = {27-34},\n\taddress = {San Sebastian, Spain},\n\tdoi = {10.1007/978-3-642-13803-4_4},\n\turl = {http://link.springer.com/chapter/10.1007%2F978-3-642-13803-4_4}\n}\n\n
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\n \n\n \n \n \n \n \n \n An Automatic Programming ACO-Based Algorithm for Classification Rule Mining.\n \n \n \n \n\n\n \n Olmo, J. L.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 8th International Conference on Practical Applications of Agents and Multiagent Systems, of PAAMS 2010, pages 649–656, Salamanca, Spain, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Olmo-2010-PAAMS,\n\tauthor = {Olmo, J. L. and Luna, J. M. and Romero, J. R. and Ventura, S.},\n\ttitle = {An Automatic Programming {ACO}-Based Algorithm for Classification Rule Mining},\n\tbooktitle = {Proceedings of the 8th International Conference on Practical Applications of Agents and Multiagent Systems}, \n\tseries = {PAAMS 2010},\n\tyear = {2010},\n\tpages = {649--656},\n\taddress = {Salamanca, Spain},\n\turl = {http://link.springer.com/chapter/10.1007%2F978-3-642-12433-4_76},\n\tdoi = {10.1007/978-3-642-12433-4_76}\n}\n\n
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\n \n\n \n \n \n \n \n \n An intruder detection approach based on infrequent rating pattern mining.\n \n \n \n \n\n\n \n Luna, J. M.; Ramírez, A.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, of ISDA 2010, pages 682–688, Cairo, Egypt, 2010. \n \n\n\n\n
\n\n\n\n \n \n \"AnPaper\n  \n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{2010-ISDA-Intruder,\n\tauthor = {Luna, J. M. and Ram\\'{i}rez, A. and Romero, J. R. and Ventura, S.},\n\ttitle = {An intruder detection approach based on infrequent rating pattern mining},\n\tbooktitle = {Proceedings of the 10th International Conference on Intelligent Systems Design and Applications},\n\tseries = {ISDA 2010},\n\tyear = {2010},\n\taddress = {Cairo, Egypt},\n\tpages = {682--688},\n\tdoi = {10.1109/ISDA.2010.5687184},\n\turl = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5687184}\n}\n\n
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\n \n\n \n \n \n \n \n Minería de Reglas de Clasificación mediante un Algoritmo de Programación Automática con Hormigas.\n \n \n \n\n\n \n Olmo, J. L.; Luna, J. M.; Romero, J. R.; and Ventura, S.\n\n\n \n\n\n\n In VII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, of MAEB 2010, pages 243-250, Valencia, España, 2010. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@INPROCEEDINGS{Olmo-2010-MAEB,\n\tauthor = {J. L. Olmo and J. M. Luna and J. R. Romero and S. Ventura},\n\ttitle = {Miner\\'{i}a de Reglas de Clasificaci\\'{o}n mediante un Algoritmo de Programaci\\'{o}n Autom\\'{a}tica con Hormigas},\n\tbooktitle = {VII Congreso Espa\\~{n}ol sobre Metaheur\\'{i}sticas and Algoritmos Evolutivos y Bioinspirados},\n\tseries = {MAEB 2010},\n\taddress = {Valencia, Espa\\~{n}a},\n\tpages = {243-250},\n\tyear = {2010}\n}\n\n\n\n%%%%%%%%%%%%%%%%%%% 2011 %%%%%%%%%%%%%%%%%%%\n\n\n
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