2021
|
Barbudo, R; Ventura, S; Romero, J R Grammar-Based Evolutionary Approach for Automatic Workflow Composition with Open Preprocessing Sequence Inproceedings International Conference on Soft Computing and Pattern Recognition, pp. 647–656, Springer 2021. Links | BibTeX | Tags: Classification, Data Science, Evolutionary Algorithms, Grammar-Based Genetic Programming, Scientific workflows @inproceedings{barbudo2021grammar,
title = {Grammar-Based Evolutionary Approach for Automatic Workflow Composition with Open Preprocessing Sequence},
author = {Barbudo, R. and Ventura, S. and Romero, J. R.},
url = {https://link.springer.com/chapter/10.1007/978-3-030-96302-6_61},
year = {2021},
date = {2021-01-01},
booktitle = {International Conference on Soft Computing and Pattern Recognition},
pages = {647--656},
organization = {Springer},
keywords = {Classification, Data Science, Evolutionary Algorithms, Grammar-Based Genetic Programming, Scientific workflows},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Barbudo, R; Ramírez, A; Servant, F; Romero, J R GEML: A grammar-based evolutionary machine learning approach for design-pattern detection Journal Article Journal of Systems and Software, 175 , pp. 110919, 2021. Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering @article{barbudo2021geml,
title = {GEML: A grammar-based evolutionary machine learning approach for design-pattern detection},
author = {Barbudo, R. and Ram\^{i}rez, A. and Servant, F. and Romero, J. R.},
url = {http://doi.org/10.1016/j.jss.2021.110919},
doi = {10.1016/j.jss.2021.110919},
year = {2021},
date = {2021-01-01},
journal = {Journal of Systems and Software},
volume = {175},
pages = {110919},
publisher = {Elsevier url=https://www.sciencedirect.com/science/article/pii/S0164121221000169},
keywords = {Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering},
pubstate = {published},
tppubtype = {article}
}
|
Romero, J R; Barbudo, R; Ramírez, A; Servant, F Detección de patrones de diseño con GEML: discusión y enfoque práctico Inproceedings XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD), 2021. Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering @inproceedings{romero2021jisbd,
title = {Detecci\'{o}n de patrones de dise\~{n}o con GEML: discusi\'{o}n y enfoque pr\'{a}ctico},
author = {Romero, J. R. and Barbudo, R. and Ram\^{i}rez, A. and Servant, F.},
url = {https://hdl.handle.net/11705/JISBD/2021/058},
year = {2021},
date = {2021-01-01},
booktitle = {XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD)},
keywords = {Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2020
|
Luna, J M; Pechenizkiy, M; Duivesteijn, W; Ventura, S Exceptional in so Many Ways—Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios Journal Article IEEE Access, 8 , pp. 200982-200994, 2020. Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining @article{Luna2020b,
title = {Exceptional in so Many Ways{\textemdash}Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios},
author = {Luna, J. M. and Pechenizkiy, M. and Duivesteijn, W. and Ventura, S.},
url = {https://ieeexplore.ieee.org/abstract/document/9245545/},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {200982-200994},
publisher = {IEEE},
keywords = {Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Fournier-Viger, P; Ventura, S Extracting user-centric knowledge on two different spaces: Concepts and records Journal Article IEEE Access, 8 , pp. 134782-134799, 2020. Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining @article{Luna2020,
title = {Extracting user-centric knowledge on two different spaces: Concepts and records},
author = {Luna, J. M. and Fournier-Viger, P. and Ventura, S.},
url = {https://ieeexplore.ieee.org/abstract/document/9145755/},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {134782-134799},
publisher = {IEEE},
keywords = {Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Quintero-Domínguez, L; Morell, C; Ventura, S A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming Journal Article Expert Systems with Applications, pp. 114263, 2020. Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming @article{Quintero2020,
title = {A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming},
author = {Quintero-Dom\^{i}nguez, L. and Morell, C. and Ventura, S.},
url = {https://www.sciencedirect.com/science/article/pii/S095741742030974X},
year = {2020},
date = {2020-01-01},
journal = {Expert Systems with Applications},
pages = {114263},
publisher = {Pergamon},
keywords = {Data Science, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming},
pubstate = {published},
tppubtype = {article}
}
|
2019
|
Padillo, F; Luna, J M; Ventura, S A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data Journal Article Cognitive Computation, 11 , pp. 331-346, 2019. Links | BibTeX | Tags: Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark @article{Padillo2019331,
title = {A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060144183&doi=10.1007%2fs12559-018-9617-2&partnerID=40&md5=c8e2a8aa35eb60951983f3b45e2c0391},
doi = {10.1007/s12559-018-9617-2},
year = {2019},
date = {2019-01-01},
journal = {Cognitive Computation},
volume = {11},
pages = {331-346},
keywords = {Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Padillo, F; Ventura, S Associative classification in big data through a G3P approach Inproceedings IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, pp. 94-102, 2019. Links | BibTeX | Tags: Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark @inproceedings{Luna201994,
title = {Associative classification in big data through a G3P approach},
author = {Luna, J. M. and Padillo, F. and Ventura, S.},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067468328&partnerID=40&md5=f405c88f8efd5438e37f26b8482455e8},
year = {2019},
date = {2019-01-01},
booktitle = {IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security},
pages = {94-102},
keywords = {Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2018
|
Barbudo, R; Romero, J R; Ventura, S Aprendizaje automático con programación genética gramatical para la detección de patrones de diseño Inproceedings Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial - XI Congreso Espa~nol sobre Metaheur'isticas, Algoritmos Evolutivos y Bioinspirados (CAEPIA 2018), 2018. Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development @inproceedings{Barbudo-2018-CAEPIA,
title = {Aprendizaje autom\'{a}tico con programaci\'{o}n gen'{e}tica gramatical para la detecci\'{o}n de patrones de dise\~{n}o},
author = {Barbudo, R. and Romero, J. R. and Ventura, S.},
url = {https://sci2s.ugr.es/caepia18/proceedings/docs/CAEPIA2018_paper_114.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial - XI Congreso Espa~nol sobre Metaheur'isticas, Algoritmos Evolutivos y Bioinspirados (CAEPIA 2018)},
keywords = {Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; M., Pechenizkiy; del J., Jesus M; Ventura, S Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming Journal Article IEEE Trans. Cybernetics, 48 (11), pp. 3030–3044, 2018. Links | BibTeX | Tags: Association Rule Mining, Grammar-Based Genetic Programming, Pattern Mining @article{LunaPJV18,
title = {Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming},
author = {Luna, J. M. and Pechenizkiy M. and del Jesus M. J. and Ventura, S.},
url = {https://doi.org/10.1109/TCYB.2017.2750919},
doi = {10.1109/TCYB.2017.2750919},
year = {2018},
date = {2018-01-01},
journal = {IEEE Trans. Cybernetics},
volume = {48},
number = {11},
pages = {3030--3044},
keywords = {Association Rule Mining, Grammar-Based Genetic Programming, Pattern Mining},
pubstate = {published},
tppubtype = {article}
}
|
Padillo, F; Luna, J M; F., Herrera; Ventura, S Mining association rules on Big Data through MapReduce genetic programming Journal Article Integrated Computer-Aided Engineering, 25 (1), pp. 31–48, 2018. Links | BibTeX | Tags: Association Rule Mining, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark @article{PadilloLHV18,
title = {Mining association rules on Big Data through MapReduce genetic programming},
author = {Padillo, F. and Luna, J. M. and Herrera F. and Ventura, S.},
url = {https://doi.org/10.3233/ICA-170555},
doi = {10.3233/ICA-170555},
year = {2018},
date = {2018-01-01},
journal = {Integrated Computer-Aided Engineering},
volume = {25},
number = {1},
pages = {31--48},
keywords = {Association Rule Mining, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark},
pubstate = {published},
tppubtype = {article}
}
|
2017
|
García-Martínez, C; Ventura, S Multi-view semi-supervised learning using genetic programming interpretable classification rules Inproceedings Proceedings of the IEEE Congress on Evolutionary Computation, pp. 573-579, San Sebastian, Spain, 2017. BibTeX | Tags: Classification Rules, Grammar-Based Genetic Programming, Multi-view Learning @inproceedings{CGarcia-CEC-2017,
title = {Multi-view semi-supervised learning using genetic programming interpretable classification rules},
author = {Garc\^{i}a-Mart\^{i}nez, C. and Ventura, S.},
year = {2017},
date = {2017-07-07},
booktitle = {Proceedings of the IEEE Congress on Evolutionary Computation},
pages = {573-579},
address = {San Sebastian, Spain},
series = {IEEE CEC 2017},
keywords = {Classification Rules, Grammar-Based Genetic Programming, Multi-view Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bardudo, R; Ramírez, A; Romero, J R; Ventura, S Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión Inproceedings XXII Jornadas en Ingeniería del Software y Bases de Datos (JISBD'17), 2017. Links | BibTeX | Tags: Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Search-based Software Engineering @inproceedings{2017-rbarbudo-jisbd,
title = {Descubrimiento de patrones de dise\~{n}o basado en buenas pr\'{a}cticas: modelo y discusi\'{o}n},
author = {Bardudo, R. and Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {http://hdl.handle.net/11705/JISBD/2017/035},
year = {2017},
date = {2017-01-01},
booktitle = {XXII Jornadas en Ingenier\^{i}a del Software y Bases de Datos (JISBD'17)},
keywords = {Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Search-based Software Engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Padillo, F; Luna, J M; Ventura, S An evolutionary algorithm for mining rare association rules: A Big Data approach Inproceedings 2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017, pp. 2007–2014, 2017. Links | BibTeX | Tags: Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark, Unsupervised Learning @inproceedings{PadilloLV17,
title = {An evolutionary algorithm for mining rare association rules: A Big Data approach},
author = {Padillo, F. and Luna, J. M. and Ventura, S.},
url = {https://doi.org/10.1109/CEC.2017.7969547},
doi = {10.1109/CEC.2017.7969547},
year = {2017},
date = {2017-01-01},
booktitle = {2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebasti\'{a}n, Spain, June 5-8, 2017},
pages = {2007--2014},
keywords = {Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Spark, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Pechenizkiy, M; del Jesus, M J; Ventura, S Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming Journal Article IEEE Transactions on Cybernetics, 99 (PP), pp. 1-15, 2017. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{LunaIEEE17,
title = {Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming},
author = {Luna, J. M. and Pechenizkiy, M. and del Jesus, M. J. and Ventura, S.},
doi = {10.1109/TCYB.2017.2750919},
year = {2017},
date = {2017-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {99},
number = {PP},
pages = {1-15},
keywords = {Association Rule Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Barbudo, R; Ramírez, A; Romero, J R; Ventura, S Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión Inproceedings Actas de XXII Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD'17), 2017. Links | BibTeX | Tags: Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development @inproceedings{Barbudo-2017-JISBD,
title = {Descubrimiento de patrones de dise\~{n}o basado en buenas pr\'{a}cticas: modelo y discusi\'{o}n},
author = {Barbudo, R. and Ram\^{i}rez, A. and Romero, J. R. and Ventura, S.},
url = {https://biblioteca.sistedes.es/submissions/uploaded-files/JISBD_2017_paper_68.pdf},
year = {2017},
date = {2017-01-01},
booktitle = {Actas de XXII Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD'17)},
keywords = {Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2016
|
Luna, J M; Padillo, F; Ventura, S Minería de reglas de asociación excepcionales extraídas con algoritmos evolutivos Inproceedings XI Congreso Espa~nol sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 127-136, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna:MAEB16:16,
title = {Miner\^{i}a de reglas de asociaci\'{o}n excepcionales extra\^{i}das con algoritmos evolutivos},
author = {Luna, J. M. and Padillo, F. and Ventura, S.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {XI Congreso Espa~nol sobre Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},
pages = {127-136},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Pechenizkiy, M; Ventura, S Mining exceptional relationships with grammar-guided genetic programming Journal Article Knowledge and Information Systems, 47 (3), pp. 571–594, 2016. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{LunaPV16,
title = {Mining exceptional relationships with grammar-guided genetic programming},
author = {Luna, J. M. and Pechenizkiy, M. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-015-0859-y},
doi = {10.1007/s10115-015-0859-y},
year = {2016},
date = {2016-01-01},
journal = {Knowledge and Information Systems},
volume = {47},
number = {3},
pages = {571--594},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Padillo, F; Luna, J M; Ventura, S; Herrera, F Algoritmo de programación genética gramatical para la extracción de reglas de asociación en Big Data usando el paradigma MapReduce Inproceedings XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 137-148, 2016, ISBN: 978-84-9012-632-5. BibTeX | Tags: Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark, Unsupervised Learning @inproceedings{Padillo:MAEB16:16,
title = {Algoritmo de programaci\'{o}n gen'{e}tica gramatical para la extracci\'{o}n de reglas de asociaci\'{o}n en Big Data usando el paradigma MapReduce},
author = {Padillo, F. and Luna, J. M. and Ventura, S. and Herrera, F.},
isbn = {978-84-9012-632-5},
year = {2016},
date = {2016-01-01},
booktitle = {XI Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16)},
pages = {137-148},
keywords = {Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ventura, S; Luna, J M Pattern Mining with Evolutionary Algorithms Book Springer, 2016, ISBN: 978-3-319-33857-6. Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning @book{VenturaL16,
title = {Pattern Mining with Evolutionary Algorithms},
author = {Ventura, S. and Luna, J. M.},
url = {http://dx.doi.org/10.1007/978-3-319-33858-3},
doi = {10.1007/978-3-319-33858-3},
isbn = {978-3-319-33857-6},
year = {2016},
date = {2016-01-01},
publisher = {Springer},
keywords = {Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning},
pubstate = {published},
tppubtype = {book}
}
|
2015
|
Luna, J M; Cano, A; Ventura, S Genetic Programming for Mining Association Rules in Relational Database Environments Incollection Handbook of Genetic Programming Applications, pp. 431-450, Springer International Publishing, 2015, ISBN: 978-3-319-20882-4. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @incollection{Gandomi:2015,
title = {Genetic Programming for Mining Association Rules in Relational Database Environments},
author = {Luna, J. M. and Cano, A. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-319-20883-1_17},
isbn = {978-3-319-20882-4},
year = {2015},
date = {2015-01-01},
booktitle = {Handbook of Genetic Programming Applications},
pages = {431-450},
publisher = {Springer International Publishing},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
Luna, J M; Romero, C; Romero, J R; Ventura, S An evolutionary algorithm for the discovery of rare class association rules in learning management systems Journal Article Applied Intelligence, 42 (3), pp. 501-513, 2015. Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2015-APIN,
title = {An evolutionary algorithm for the discovery of rare class association rules in learning management systems},
author = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10489-014-0603-4},
doi = {10.1007/s10489-014-0603-4},
year = {2015},
date = {2015-01-01},
journal = {Applied Intelligence},
volume = {42},
number = {3},
pages = {501-513},
keywords = {Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Cano, A; Ventura, S An Evolutionary Self-Adaptive Algorithm for Mining Association Rules Incollection Data Mining: Principles, Applications and Emerging Challenges, Nova Publishers, 2015, ISBN: 978-1-63463-770-1. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @incollection{Luna-2015-Book,
title = {An Evolutionary Self-Adaptive Algorithm for Mining Association Rules},
author = {Luna, J. M. and Cano, A. and Ventura, S.},
url = {https://www.novapublishers.com/catalog/product_info.php?products_id=53111},
isbn = {978-1-63463-770-1},
year = {2015},
date = {2015-01-01},
booktitle = {Data Mining: Principles, Applications and Emerging Challenges},
publisher = {Nova Publishers},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {incollection}
}
|
Sanchez, J A; Luna, J M; Ventura, S Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal Inproceedings X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 119-126, 2015. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Sanchez-2015-MAEB,
title = {Modelo de Reglas de Asociaci\'{o}n para el Diagn\'{o}stico de Prestaciones en el Servicio P\'{u}blico de Empleo Estatal},
author = {Sanchez, J. A. and Luna, J. M. and Ventura, S.},
year = {2015},
date = {2015-01-01},
booktitle = {X Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {119-126},
series = {MAEB'15},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2014
|
Luna, J M; Romero, J R; Romero, C; Ventura, S Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm Journal Article Integrated Computer Aided Engineering, 21 (4), pp. 321-337, 2014. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2014-ICAE,
title = {Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://iospress.metapress.com/content/4170361m2628p781/},
doi = {10.3233/ICA-140467},
year = {2014},
date = {2014-01-01},
journal = {Integrated Computer Aided Engineering},
volume = {21},
number = {4},
pages = {321-337},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Ventura, S On the adaptability of G3PARM to the extraction of rare association rules Journal Article Knowledge and Information Systems, 38 (2), pp. 391-418, 2014. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @article{Luna-2014-KAIS,
title = {On the adaptability of G3PARM to the extraction of rare association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s10115-012-0591-9},
doi = {10.1007/s10115-012-0591-9},
year = {2014},
date = {2014-01-01},
journal = {Knowledge and Information Systems},
volume = {38},
number = {2},
pages = {391-418},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery Journal Article IEEE Transactions on Cybernetics, 44 (12), pp. 2329-2341, 2014, ISSN: 2168-2267. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery @article{LunaSD:2014,
title = {On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6756991},
doi = {10.1109/TCYB.2014.2306819},
issn = {2168-2267},
year = {2014},
date = {2014-01-01},
journal = {IEEE Transactions on Cybernetics},
volume = {44},
number = {12},
pages = {2329-2341},
keywords = {Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {article}
}
|
2013
|
Luna, J M; Romero, J R; Ventura, S Grammar-based multi-objective algorithms for mining association rules Journal Article Data and Knowledge Engineering, 86 , pp. 19-37, 2013. Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Unsupervised Learning @article{Luna-2013-DKE,
title = {Grammar-based multi-objective algorithms for mining association rules},
author = {Luna, J. M. and Romero, J. R. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.datak.2013.01.002},
doi = {10.1016/j.datak.2013.01.002},
year = {2013},
date = {2013-01-01},
journal = {Data and Knowledge Engineering},
volume = {86},
pages = {19-37},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {article}
}
|
Luna, J M; Romero, J R; Romero, C; Ventura, S Discovering Subgroups by means of Genetic Programming Inproceedings Proceedings of the 16th European Conference on Genetic Programming, pp. 121-132, Vienna, Austria, 2013. Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery @inproceedings{Luna-2013-EUROGP,
title = {Discovering Subgroups by means of Genetic Programming},
author = {Luna, J. M. and Romero, J. R. and Romero, C. and Ventura, S.},
url = {http://link.springer.com/chapter/10.1007%2F978-3-642-37207-0_11},
doi = {10.1007/978-3-642-37207-0_11},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 16th European Conference on Genetic Programming},
pages = {121-132},
address = {Vienna, Austria},
series = {EuroGP'13},
keywords = {Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Luna, J M; Romero, C; Romero, J R; Ventura, S Extracción de reglas de asociación frecuentes en bases de datos relacionales Inproceedings IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 753-762, Madrid, España, 2013. BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning @inproceedings{Luna-2013-MAEB,
title = {Extracci\'{o}n de reglas de asociaci\'{o}n frecuentes en bases de datos relacionales},
author = {Luna, J. M. and Romero, C. and Romero, J. R. and Ventura, S.},
year = {2013},
date = {2013-01-01},
booktitle = {IX Congreso Espa\~{n}ol sobre Metaheur\^{i}sticas and Algoritmos Evolutivos y Bioinspirados},
pages = {753-762},
address = {Madrid, Espa\~{n}a},
series = {MAEB'13},
keywords = {Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2012
|
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}
}
|
Zafra, A; Ventura, S Multi-instance genetic programming for predicting student performance in web based educational environments Journal Article Applied Soft Computing Journal, 12 (8), pp. 2693-2706, 2012. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance @article{Zafra-2012-ASOC,
title = {Multi-instance genetic programming for predicting student performance in web based educational environments},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1016/j.asoc.2012.03.054},
doi = {10.1016/j.asoc.2012.03.054},
year = {2012},
date = {2012-01-01},
journal = {Applied Soft Computing Journal},
volume = {12},
number = {8},
pages = {2693-2706},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Ventura, S Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems Journal Article Soft Computing, 16 (6), pp. 955-977, 2012. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization @article{Zafra-2012-SOCO,
title = {Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems},
author = {Zafra, A. and Ventura, S.},
url = {http://dx.doi.org/10.1007/s00500-011-0794-0},
doi = {10.1007/s00500-011-0794-0},
year = {2012},
date = {2012-01-01},
journal = {Soft Computing},
volume = {16},
number = {6},
pages = {955-977},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization},
pubstate = {published},
tppubtype = {article}
}
|
2011
|
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}
}
|
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}
}
|
2010
|
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}
}
|
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; 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}
}
|
2009
|
Zafra, A Multi-Instance Learning with MultiObjective Genetic Programming Incollection Wang, J (Ed.): Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), pp. 1372–1379, IGI Global, 2009, ISBN: 9781605660103. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization @incollection{Zafra09,
title = {Multi-Instance Learning with MultiObjective Genetic Programming},
author = {Zafra, A.},
editor = {Wang, J.},
url = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11000},
isbn = {9781605660103},
year = {2009},
date = {2009-01-01},
booktitle = {Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes)},
pages = {1372--1379},
publisher = {IGI Global},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization},
pubstate = {published},
tppubtype = {incollection}
}
|
Zafra, A; Romero, C; Ventura, S Predicting Academic Achievement Using Multiple Instance Genetic Programming Inproceedings Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009, pp. 1120–1125, IEEE Computer Society, 2009, ISBN: 978-0-7695-3872-3. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance @inproceedings{ZafraRV09,
title = {Predicting Academic Achievement Using Multiple Instance Genetic Programming},
author = {Zafra, A. and Romero, C. and Ventura, S.},
url = {http://dx.doi.org/10.1109/ISDA.2009.108},
doi = {10.1109/ISDA.2009.108},
isbn = {978-0-7695-3872-3},
year = {2009},
date = {2009-01-01},
booktitle = {Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009},
pages = {1120--1125},
publisher = {IEEE Computer Society},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zafra, A; Romero, C; Ventura, S; Herrera-Viedma, E Multi-instance genetic programming for web index recommendation Journal Article Expert Syst. Appl., 36 (9), pp. 11470–11479, 2009. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning @article{ZafraRVH09,
title = {Multi-instance genetic programming for web index recommendation},
author = {Zafra, A. and Romero, C. and Ventura, S. and Herrera-Viedma, E.},
url = {http://dx.doi.org/10.1016/j.eswa.2009.03.059},
doi = {10.1016/j.eswa.2009.03.059},
year = {2009},
date = {2009-01-01},
journal = {Expert Syst. Appl.},
volume = {36},
number = {9},
pages = {11470--11479},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning},
pubstate = {published},
tppubtype = {article}
}
|
Zafra, A; Ventura, S A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning Inproceedings Corchado, E; Wu, X; Oja, E; Herrero, A; Baruque, B (Ed.): Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, pp. 450–458, Springer, 2009, ISBN: 978-3-642-02318-7. Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization @inproceedings{ZafraV09,
title = {A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning},
author = {Zafra, A. and Ventura, S.},
editor = {Corchado, E. and Wu, X. and Oja, E. and Herrero, A. and Baruque, B.},
url = {http://dx.doi.org/10.1007/978-3-642-02319-4_54},
doi = {10.1007/978-3-642-02319-4_54},
isbn = {978-3-642-02318-7},
year = {2009},
date = {2009-01-01},
booktitle = {Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
volume = {5572},
pages = {450--458},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization},
pubstate = {published},
tppubtype = {inproceedings}
}
|