del Jesus Díaz, Mª José

Comité Científico

María José del Jesus es profesora titular de universidad en área de Ciencias de la Computación e Inteligencia Artificial de la Universidad de Jaén. Sus líneas de investigación se centran en el área de Ciencia de Datos. En particular dentro del área de analítica o minería de datos predictiva en el diseño de algoritmos de extracción de conocimiento para clasificación (binaria, multiclase, multietiqueta o desbalanceada), regresión y predicción de series temporales con sistemas difusos evolutivos, redes neuronales y ensembles. En área de minería de datos descriptiva trabaja en el diseño de algoritmos de extracción de reglas de descripción de subgrupos y reglas de asociación. 

Es responsable del grupo de investigación Sistemas Inteligentes y Minería de Datos(TIC‐207). Ha publicado más de 40 trabajos en revistas internacionales indexadasen el JCR, ha presentado más de un centenar de comunicaciones, ponencias y conferencias en congresos nacionales e internacionales; ha dirigido 7 tesis doctorales, dos de ellas con mención de doctorado europeo o internacional; y algunos de sus trabajos han obtenido reconocimientos internacionales (High cited paper por ISI Essential Science indicators, CIS Publication Spotlight otorgado por IEEE Computational Intelligence Magazine y Lofti Zadeh Prize Best Paper Award). Mantiene colaboraciones científicas con universidades europeas en Alemania (Universidad de Dormund) e Inglaterra (University of Lecitester, De Montfort University y University of Bolton). Es miembro de la sociedad IEEE (Institute of Electrical and Electronics Engineers) y revisora habitual en revistas de referencia en el campo de la Inteligencia Computacional. Ha sido coeditora de varios libros y números especiales en revistas internacionales. Ha colaborado asiduamente como experta en procesos de evaluación de la Agencia Nacional de Evaluación y Prospectiva (ANEP) y la Agencia de Andaluza de Investigación. Ha participado en más de 20 proyectos de investigación nacionales y autonómicos, siendo investigadora principal en 5 de ellos.

ID ORCID: 
0000-0002-7891-3059

Publicaciones

"Multilabel Classification. Problem Analysis, Metrics and Techniques"2016 | bookISBN: 978-3-319-411110-1URL: http://www.springer.com/gp/book/9783319411101
"A View on Fuzzy Systems for Big Data: Progress and Opportunities", International Journal of Computational Intelligence Systems2016 | journal-articleDOI: 10.1080/18756891.2016.1180820, WOSUID: WOS:000375236200006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000375236200006&KeyUID=WOS:000375236200006
"(CORBFN)-R-2-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design", Advances in Computational Intelligence, Pt I (Iwann 2015)2015 | book-chapterDOI: 10.1007/978-3-319-19258-1_31, WOSUID: WOS:000363763800031URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000363763800031&KeyUID=WOS:000363763800031
"A differential evolution proposal for estimating the maximum power delivered by CPV modules under real outdoor conditions", Expert Systems With Applications2015 | journal-articleDOI: 10.1016/j.eswa.2015.02.032, WOSUID: WOS:000355036900006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000355036900006&KeyUID=WOS:000355036900006
"A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans", Information Sciences2015 | journal-articleDOI: 10.1016/j.ins.2014.11.030, WOSUID: WOS:000349590000011URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000349590000011&KeyUID=WOS:000349590000011
"Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection", Intelligent Data Engineering and Automated Learning - Ideal 20152015 | book-chapterDOI: 10.1007/978-3-319-24834-9_5, WOSUID: WOS:000374793000005URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000374793000005&KeyUID=WOS:000374793000005
"Addressing imbalance in multilabel classification: Measures and random resampling algorithms", Neurocomputing2015 | journal-articleDOI: 10.1016/j.neucom.2014.08.091, WOSUID: WOS:000356196800002URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000356196800002&KeyUID=WOS:000356196800002
"FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery", Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society For Fuzzy Logic and Technology2015 | book-chapterWOSUID: WOS:000358581100065URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000358581100065&KeyUID=WOS:000358581100065
"MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation", Knowledge-Based Systems2015 | journal-articleDOI: 10.1016/j.knosys.2015.07.019, WOSUID: WOS:000364249800028URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000364249800028&KeyUID=WOS:000364249800028
"QUINTA: A Question Tagging Assistant to Improve the Answering Ratio in Electronic Forums", Ieee Eurocon 2015 - International Conference on Computer As a Tool (Eurocon)2015 | journal-articleWOSUID: WOS:000380463400014URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000380463400014&KeyUID=WOS:000380463400014
"Resampling Multilabel Datasets by Decoupling Highly Imbalanced Labels", Hybrid Artificial Intelligent Systems (Hais 2015)2015 | book-chapterDOI: 10.1007/978-3-319-19644-2_41, WOSUID: WOS:000363689900041URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000363689900041&KeyUID=WOS:000363689900041
"Revisiting Evolutionary Fuzzy Systems: Taxonomy, applications, new trends and challenges", Knowledge-Based Systems2015 | journal-articleDOI: 10.1016/j.knosys.2015.01.013, WOSUID: WOS:000353853200011URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000353853200011&KeyUID=WOS:000353853200011
"Analysis and forecasting of the olive oil export times series", International Work-Conference on Time Series (Itise 2014)2014 | journal-articleWOSUID: WOS:000359136600167URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000359136600167&KeyUID=WOS:000359136600167
"Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery2014 | journal-articleDOI: 10.1002/widm.1134, WOSUID: WOS:000344523100003URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000344523100003&KeyUID=WOS:000344523100003
"Concurrence among Imbalanced Labels and Its Influence on Multilabel Resampling Algorithms", Hybrid Artificial Intelligence Systems, Hais 20142014 | book-chapterWOSUID: WOS:000342836300010URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000342836300010&KeyUID=WOS:000342836300010
"LI-MLC: A Label Inference Methodology for Addressing High Dimensionality in the Label Space for Multilabel Classification", Ieee Transactions on Neural Networks and Learning Systems2014 | journal-articleDOI: 10.1109/TNNLS.2013.2296501, WOSUID: WOS:000343704900009URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000343704900009&KeyUID=WOS:000343704900009
"MLeNN: A First Approach to Heuristic Multilabel Undersampling", Intelligent Data Engineering and Automated Learning - Ideal 20142014 | book-chapterWOSUID: WOS:000345286100001URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000345286100001&KeyUID=WOS:000345286100001
"Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery2014 | journal-articleDOI: 10.1002/widm.1118, WOSUID: WOS:000331918900019URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000331918900019&KeyUID=WOS:000331918900019
"Short, medium and long term forecasting of time series using the L-Co-R algorithm", Neurocomputing2014 | journal-articleDOI: 10.1016/j.neucom.2013.08.023, WOSUID: WOS:000331851700047URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000331851700047&KeyUID=WOS:000331851700047
"Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets", Applied Soft Computing2014 | journal-articleDOI: 10.1016/j.asoc.2014.09.011, WOSUID: WOS:000344460600003URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000344460600003&KeyUID=WOS:000344460600003
"A First Approach to Deal with Imbalance in Multi-label Datasets", Hybrid Artificial Intelligent Systems2013 | journal-articleWOSUID: WOS:000342910700016URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000342910700016&KeyUID=WOS:000342910700016
"A Performance Study of Concentrating Photovoltaic Modules Using Neural Networks: An Application with (CORBFN)-R-2", Soft Computing Models in Industrial and Environmental Applications2013 | journal-articleWOSUID: WOS:000312974600045URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000312974600045&KeyUID=WOS:000312974600045
"A first analysis of the effect of local and global optimization weights methods in the cooperative-competitive design of RBFN for imbalanced environments", 2013 International Joint Conference on Neural Networks (Ijcnn)2013 | book-chapterWOSUID: WOS:000349557200266URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000349557200266&KeyUID=WOS:000349557200266
"A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets", Knowledge-Based Systems2013 | journal-articleDOI: 10.1016/j.knosys.2012.08.025, WOSUID: WOS:000314382100010URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000314382100010&KeyUID=WOS:000314382100010
"Alternative OVA Proposals for Cooperative Competitive RBFN Design in Classification Tasks", Advances in Computational Intelligence, Pt I2013 | journal-articleWOSUID: WOS:000324897700032URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000324897700032&KeyUID=WOS:000324897700032
"An evolutionary fuzzy system for the detection of exceptions in subgroup discovery", Proceedings of the 2013 Joint Ifsa World Congress and Nafips Annual Meeting (Ifsa/nafips)2013 | journal-articleWOSUID: WOS:000333960300014URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000333960300014&KeyUID=WOS:000333960300014
"Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches", Knowledge-Based Systems2013 | journal-articleDOI: 10.1016/j.knosys.2013.01.018, WOSUID: WOS:000316509500010URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000316509500010&KeyUID=WOS:000316509500010
"Characterization of Concentrating Photovoltaic modules by cooperative competitive Radial Basis Function Networks", Expert Systems With Applications2013 | journal-articleDOI: 10.1016/j.eswa.2012.09.016, WOSUID: WOS:000314737600018URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000314737600018&KeyUID=WOS:000314737600018
"Fuzzy rules for describing subgroups from Influenza A virus using a multi-objective evolutionary algorithm", Applied Soft Computing2013 | journal-articleDOI: 10.1016/j.asoc.2013.04.011, WOSUID: WOS:000321494200002URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000321494200002&KeyUID=WOS:000321494200002
"MEFES: An evolutionary proposal for the detection of exceptions in subgroup discovery. An application to Concentrating Photovoltaic Technology", Knowledge-Based Systems2013 | journal-articleDOI: 10.1016/j.knosys.2013.08.001, WOSUID: WOS:000327685800008URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000327685800008&KeyUID=WOS:000327685800008
"A Performance Study of Concentrating Photovoltaic Modules Using Neural Networks: An Application with CO2RBFN", 7th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO’12)2012 | otherDOI: 10.1007/978-3-642-32922-7_45
"A Preliminary Study on Missing Data Imputation in Evolutionary Fuzzy Systems of Subgroup Discovery", 2012 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)2012 | journal-articleWOSUID: WOS:000309188200120URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000309188200120&KeyUID=WOS:000309188200120
"An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery", Expert Systems With Applications2012 | journal-articleDOI: 10.1016/j.eswa.2012.04.029, WOSUID: WOS:000305204600008URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000305204600008&KeyUID=WOS:000305204600008
"Coevolution of lags and RBFNs for time series forecasting: L-Co-R algorithm", Soft Computing2012 | journal-articleDOI: 10.1007/s00500-011-0784-2, WOSUID: WOS:000305247600001URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000305247600001&KeyUID=WOS:000305247600001
"Cost sensitive and preprocessing for classification with imbalanced data-sets: similar behaviour and potential hybridizations", 1st International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012)2012 | otherSOURCE-WORK-ID: 121715054497-235
"Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD", International Journal of Computational Intelligence Systems2012 | journal-articleDOI: 10.1080/18756891.2012.685323, WOSUID: WOS:000303573600009URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000303573600009&KeyUID=WOS:000303573600009
"Improving Multi-label Classifiers via Label Reduction with Association Rules", Hybrid Artificial Intelligent Systems, Pt Ii2012 | otherWOSUID: WOS:000309173800018URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000309173800018&KeyUID=WOS:000309173800018
"Subgroup discovery applied to the e-commerce website OrOliveSur.com", 14th International Conference on Enterprise Information Systems (ICEIS 2012)2012 | otherSOURCE-WORK-ID: 1204160809560-624
"Web usage mining to improve the design of an e-commerce website: OrOliveSur.com", Expert Systems With Applications2012 | journal-articleDOI: 10.1016/j.eswa.2012.03.046, WOSUID: WOS:000305863300095URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000305863300095&KeyUID=WOS:000305863300095
"A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price", Advances in Artificial Intelligence2011 | journal-articleWOSUID: WOS:000305319500027URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000305319500027&KeyUID=WOS:000305319500027
"A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods", Applied Intelligence2011 | journal-articleDOI: 10.1007/s10489-011-0284-1, WOSUID: WOS:000290227300002URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000290227300002&KeyUID=WOS:000290227300002
"An overview on subgroup discovery: foundations and applications", Knowledge and Information Systems2011 | journal-articleDOI: 10.1007/s10115-010-0356-2, WOSUID: WOS:000297131000001URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000297131000001&KeyUID=WOS:000297131000001
"Analysis of the impact of using different diversity functions for the subgroup discovery algorithm NMEEF-SD", Genetic and Evolutionary Fuzzy Systems (GEFS), 2011 IEEE 5th International Workshop on2011 | otherDOI: 10.1109/GEFS.2011.5949498
"Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department", Soft Computing2011 | journal-articleDOI: 10.1007/s00500-010-0670-3, WOSUID: WOS:000297128000009URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000297128000009&KeyUID=WOS:000297128000009
"Multi-label Testing for (CORBFN)-R-2: A First Approach to the Problem Transformation Methodology for Multi-label Classification", Advances in Computational Intelligence, IWANN 2011, Pt I2011 | book-chapterWOSUID: WOS:000353417500006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000353417500006&KeyUID=WOS:000353417500006
"Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification", 11th International Work-Conference on Artificial Neural Networks, IWANN 20112011 | otherDOI: 10.1007/978-3-642-21501-8_6
"On the Usefulness of Fuzzy Rule Based Systems Based on Hierarchical Linguistic Fuzzy Partitions", Granular Computing and Intelligent Systems2011 | book-chapterDOI: 10.1007/978-3-642-19820-5_8
"On the discovery of association rules by means of evolutionary algorithms", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery2011 | journal-articleDOI: 10.1002/widm.18, WOSUID: WOS:000304258100003URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000304258100003&KeyUID=WOS:000304258100003
"(CORBFN)-R-2: an evolutionary cooperative-competitive RBFN design algorithm for classification problems", Soft Computing2010 | journal-articleDOI: 10.1007/s00500-009-0488-z, WOSUID: WOS:000277013200006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000277013200006&KeyUID=WOS:000277013200006
"A Preliminary Study on Mutation Operators in Cooperative Competitive Algorithms for RBFN Design", 2010 International Joint Conference on Neural Networks Ijcnn 20102010 | otherWOSUID: WOS:000287421403038URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000287421403038&KeyUID=WOS:000287421403038
"Analysing the Hierarchical Fuzzy Rule Based Classification Systems with Genetic Rule Selection", 4th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS2010)2010 | otherSOURCE-WORK-ID: 121715054499-301
"Analysis of an evolutionary RBFN design algorithm, (CORBFN)-R-2, for imbalanced data sets", Pattern Recognition Letters2010 | journal-articleDOI: 10.1016/j.patrec.2010.07.010, WOSUID: WOS:000282541700005URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000282541700005&KeyUID=WOS:000282541700005
"CO^2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market", International Journal of Hybrid Intelligent Systems2010 | journal-articleDOI: 10.3233/HIS-2010-0106
"Comparison of response surface methodology and artificial neural network applied to enzymatic hydrolysis of rapeseed straw", Journal of Biotechnology2010 | journal-articleDOI: 10.1016/j.jbiotec.2010.08.360, WOSUID: WOS:000288873401022URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000288873401022&KeyUID=WOS:000288873401022
"GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems", Information Sciences2010 | journal-articleDOI: 10.1016/j.ins.2009.12.020, WOSUID: WOS:000275139300001URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000275139300001&KeyUID=WOS:000275139300001
"Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market", International Conference on Industrial, Engineering & other Applications of Applied Intelligent Systems2010 | otherWOSUID: WOS:000281604000021URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000281604000021&KeyUID=WOS:000281604000021
"Introduction to the Experimental Design in the Data Mining Tool KEEL", Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies2010 | book-chapterDOI: 10.4018/978-1-61520-757-2.ch001
"Multi-class imbalanced data-sets with linguistic fuzzy rule based classification systems based on pairwise learning", 13th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU2010) 2010 | otherSOURCE-WORK-ID: 1217150544100-341
"NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery", Ieee Transactions on Fuzzy Systems2010 | journal-articleDOI: 10.1109/TFUZZ.2010.2060200, WOSUID: WOS:000283370100010URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000283370100010&KeyUID=WOS:000283370100010
"On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets", Information Sciences2010 | journal-articleDOI: 10.1016/j.ins.2009.12.014, WOSUID: WOS:000275139300006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000275139300006&KeyUID=WOS:000275139300006
"A Preliminar Analysis of CO(2)RBFN in Imbalanced Problems", Bio-Inspired Systems: Computational and Ambient Intelligence, Pt 12009 | journal-articleWOSUID: WOS:000270081200008URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000270081200008&KeyUID=WOS:000270081200008
"A Symbiotic CHC Co-evolutionary Algorithm for Automatic RBF Neural Networks Design", International Symposium on Distributed Computing and Artificial Intelligence 20082009 | journal-articleWOSUID: WOS:000262358600079URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000262358600079&KeyUID=WOS:000262358600079
"An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery", 2009 Ieee International Conference on Fuzzy Systems, Vols 1-32009 | journal-articleDOI: 10.1109/FUZZY.2009.5277412, WOSUID: WOS:000274242600298URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000274242600298&KeyUID=WOS:000274242600298
"Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification", Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living, Pt Ii, Proceedings2009 | journal-articleWOSUID: WOS:000271116900006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000271116900006&KeyUID=WOS:000271116900006
"E-tsRBF: preliminary results on the simultaneous determination of time-lags and parameters of Radial Basis Function Neural Networks for time series forecasting", 2009 9th International Conference on Intelligent Systems Design and Applications2009 | journal-articleDOI: 10.1109/ISDA.2009.234, WOSUID: WOS:000288405800247URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000288405800247&KeyUID=WOS:000288405800247
"EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design", Bio-Inspired Systems: Computational and Ambient Intelligence, Pt 12009 | journal-articleWOSUID: WOS:000270081200094URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000270081200094&KeyUID=WOS:000270081200094
"Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data", Expert Systems With Applications2009 | journal-articleDOI: 10.1016/j.eswa.2007.11.026, WOSUID: WOS:000262178000068URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000262178000068&KeyUID=WOS:000262178000068
"Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets", Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference2009 | journal-article
"Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for Highly Imbalanced Data-Sets", Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference2009 | journal-articleWOSUID: WOS:000279170600008URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000279170600008&KeyUID=WOS:000279170600008
"Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets", International Journal of Approximate Reasoning2009 | journal-articleDOI: 10.1016/j.ijar.2008.11.004, WOSUID: WOS:000264713200014URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000264713200014&KeyUID=WOS:000264713200014
"Improving the Performance of Fuzzy Rule Based Classification Systems for Highly Imbalanced Data-Sets Using an Evolutionary Adaptive Inference System", Bio-Inspired Systems: Computational and Ambient Intelligence, Pt 12009 | journal-articleWOSUID: WOS:000270081200037URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000270081200037&KeyUID=WOS:000270081200037
"KEEL: a software tool to assess evolutionary algorithms for data mining problems", Soft Computing2009 | journal-articleDOI: 10.1007/s00500-008-0323-y, WOSUID: WOS:000260518500008URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000260518500008&KeyUID=WOS:000260518500008
"Modelo Predictivo Colaborativo de Apoyo al Diagnóstico en Servicio de Urgencias Psiquiátricas", Revista Ibérica de Sistemas y Tecnologias de Información2009 | journal-articleSOURCE-WORK-ID: 1217150544198-262
"Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery", Hybrid Artificial Intelligence Systems2009 | journal-articleWOSUID: WOS:000267794600069URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000267794600069&KeyUID=WOS:000267794600069
"On the influence of an adaptive inference system in fuzzy rule based classification systems for imbalanced data-sets", Expert Systems With Applications2009 | journal-articleDOI: 10.1016/j.eswa.2009.02.048, WOSUID: WOS:000266086600026URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000266086600026&KeyUID=WOS:000266086600026
"Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms", Bio-Inspired Systems: Computational and Ambient Intelligence, Pt 12009 | journal-articleWOSUID: WOS:000270081200048URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000270081200048&KeyUID=WOS:000270081200048
"STUDY OF THE ROBUSTNESS OF A META-ALGORITHM FOR THE ESTIMATION OF PARAMETERS IN RADIAL BASIS FUNCTION NEURAL NETWORKS DESIGN", Neural Network World2009 | journal-articleWOSUID: WOS:000264426400006URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000264426400006&KeyUID=WOS:000264426400006
"Techniques of Engineering Applied to a Non-structured Data Model", International Symposium on Distributed Computing and Artificial Intelligence 20082009 | journal-articleWOSUID: WOS:000262358600048URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000262358600048&KeyUID=WOS:000262358600048
"A Short Study on the Use of Genetic 2-Tuples Tuning for Fuzzy Rule Based Classification Systems in Imbalanced Data-Sets", 8th International Conference on Hybrid Intelligent Systems (HIS 2008)2008 | conference-paperSOURCE-WORK-ID: 1217150544200-347
"A novel genetic cooperative-competitive fuzzy rule based learning method using genetic programming for high dimensional problems", 2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems2008 | journal-articleWOSUID: WOS:000257170100017URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000257170100017&KeyUID=WOS:000257170100017
"A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets", Fuzzy Sets and Systems2008 | journal-articleDOI: 10.1016/j.fss.2007.12.023, WOSUID: WOS:000258367800004URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000258367800004&KeyUID=WOS:000258367800004
"Automatic Neural Net Design by Means of a Symbiotic Co-evolutionary Algorithm", Hybrid Artificial Intelligence Systems2008 | journal-articleWOSUID: WOS:000259875000016URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000259875000016&KeyUID=WOS:000259875000016
"KEEL: A data mining software tool integrating genetic fuzzy systems", 2008 3rd International Workshop on Genetic and Evolving Fuzzy Systems2008 | journal-articleWOSUID: WOS:000257170100014URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000257170100014&KeyUID=WOS:000257170100014
"Subgroup Discovery with Linguistic Rules", Fuzzy Sets and Their Extensions: Representation, Aggregation and Models2008 | book-chapterDOI: 10.1007/978-3-540-73723-0_21
"A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks", Soft Computing2007 | journal-articleDOI: 10.1007/s00500-006-0128-9, WOSUID: WOS:000244305200007URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000244305200007&KeyUID=WOS:000244305200007
"A study on the use of the fuzzy reasoning method based on the winning rule vs. voting procedure for classification with imbalanced data sets", Computational and Ambient Intelligence2007 | journal-articleWOSUID: WOS:000247839300046URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000247839300046&KeyUID=WOS:000247839300046
"An analysis of the rule weights and fuzzy reasoning methods for linguistic rule based classification systems applied to problems with highly imbalanced data sets", Applications of Fuzzy Sets Theory2007 | journal-articleWOSUID: WOS:000248082000021URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000248082000021&KeyUID=WOS:000248082000021
"CoEvRBFN: An approach to solving the classification problem with a hybrid cooperative-coevolutive algorithm", Computational and Ambient Intelligence2007 | journal-articleWOSUID: WOS:000247839300040URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000247839300040&KeyUID=WOS:000247839300040
"Evolutionary fuzzy rule induction process for subgroup discovery: A case study in marketing", Ieee Transactions on Fuzzy Systems2007 | journal-articleDOI: 10.1109/TFUZZ.2006.890662, WOSUID: WOS:000248703700005URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000248703700005&KeyUID=WOS:000248703700005
"Multiobjective genetic algorithm for extracting subgroup discovery fuzzy rules", 2007 Ieee Symposium on Computational Intelligence in Multi-Criteria Decision Making2007 | journal-articleDOI: 10.1109/MCDM.2007.369416, WOSUID: WOS:000248485300009URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000248485300009&KeyUID=WOS:000248485300009
"Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems", 2007 Ieee International Conference on Fuzzy Systems, Vols 1-42007 | journal-articleWOSUID: WOS:000252371500309URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000252371500309&KeyUID=WOS:000252371500309
"Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy Trade-off", International Journal of Approximate Reasoning2007 | journal-articleDOI: 10.1016/j.ijar.2006.06.002, WOSUID: WOS:000243807500001URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000243807500001&KeyUID=WOS:000243807500001
"A genetic-programming-based approach for the learning of compact fuzzy rule-based classification systems", Artificial Intelligence and Soft Computing - Icaisc 2006, Proceedings2006 | journal-articleWOSUID: WOS:000239600000020URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000239600000020&KeyUID=WOS:000239600000020
"Multiobjective evolutionary induction of subgroup discovery fuzzy rules: A case study in marketing", Advances in Data Mining2006 | journal-articleWOSUID: WOS:000239623700027URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000239623700027&KeyUID=WOS:000239623700027
"Evolutionary Induction of Descriptive Rules in a Market Problem", Intelligent Data Mining2005 | book-chapterDOI: 10.1007/11004011_14
"Evolutionary induction of descriptive rules in a market problem", Intelligent Data Mining: Techniques and Applications2005 | journal-articleWOSUID: CCC:000233992600014URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=CCC&KeyUT=CCC:000233992600014&KeyUID=CCC:000233992600014
"Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction", Ieee Transactions on Fuzzy Systems2005 | journal-articleDOI: 10.1109/TFUZZ.2004.839670, WOSUID: WOS:000226944500002URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000226944500002&KeyUID=WOS:000226944500002
"Learning compact fuzzy rule-based classification systems with genetic programming", 4th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)2005 | otherSOURCE-WORK-ID: 1217150544205-290
"Multiobjective evolutionary induction of subgroup discovery rules in a market problem", 2nd. International Conference on Machine Learning (ACIDCA-ICMI'05)2005 | otherSOURCE-WORK-ID: 1217150544205-325
"Extracción de conocimiento con algoritmos evolutivos y reglas difusas", Introducción a la minería de datos2004 | book-chapter
"Extracción de conocimiento con algoritmos evolutivos y reglas difusas", Introducción a la minería de datos2004 | book-chapterSOURCE-WORK-ID: 1217150544206-395
"Induction of fuzzy-rule-based classifiers with evolutionary boosting algorithms", Ieee Transactions on Fuzzy Systems2004 | journal-articleDOI: 10.1109/TFUZZ.2004.825972, WOSUID: WOS:000221872100002URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000221872100002&KeyUID=WOS:000221872100002
"Proyecto KEEL: Desarrollo de una herramienta para el análisis e implementación de algoritmos de extracción de conocimiento evolutivos", Tendencias de la Minerıa de Datos en Espana, Red Espanola de Minerıa de Datos y Aprendizaje2004 | book-chapter
"Proyecto KEEL: Desarrollo de una herramienta para el análisis e implementación de algoritmos de extracción de conocimiento evolutivos", Tendencias de la Minerıa de Datos en Espana, Red Espanola de Minerıa de Datos y Aprendizaje2004 | book-chapterSOURCE-WORK-ID: 1217150544207-353
"A multiobjective genetic algorithm for feature selection and data base learning in fuzzy-rule based classification systems", Intelligent Systems For Information Processing: From Representation To Applications2003 | journal-articleDOI: 10.1016/B978-044451379-3/50026-1, WOSUID: WOS:000189131300026URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000189131300026&KeyUID=WOS:000189131300026
"A multiobjective genetic learning process for joint feature selection and granularity and contexts learning in Fuzzy Rule-Based Classification Systems", Interpretability Issues in Fuzzy Modeling2003 | journal-articleWOSUID: CCC:000186181900004URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=CCC&KeyUT=CCC:000186181900004&KeyUID=CCC:000186181900004
"Co-evolutionary algorithm for RBF by self-organizing population of neurons", Computational Methods in Neural Modeling, Pt 12003 | journal-article
"Co-evolutionary algorithm for RBF by self-organizing population of neurons", Computational Methods in Neural Modeling, Pt 12003 | journal-articleWOSUID: WOS:000185042000060URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000185042000060&KeyUID=WOS:000185042000060
"A multiobjective genetic algorithm for feature selection and data base learning in fuzzy-rule based classification systems ", 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 2002) 2002 | otherSOURCE-WORK-ID: 1217150544208-421
"Some relationships between fuzzy and random set-based classifiers and models", International Journal of Approximate Reasoning2002 | journal-articleDOI: 10.1016/S0888-613X(01)00063-9, WOSUID: WOS:000173437800003URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000173437800003&KeyUID=WOS:000173437800003
"A multiobjective genetic algorithm for feature selection and granularity learning in fuzzy-rule based classification systems", Joint 9th Ifsa World Congress and 20th Nafips International Conference, Proceedings, Vols. 1-52001 | journal-articleWOSUID: WOS:000173245100221URL: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000173245100221&KeyUID=WOS:000173245100221
"Feature Selection Algorithms Applied to Parkinson’s Disease", Medical Data Analysis2001 | book-chapterDOI: 10.1007/3-540-45497-7_29
"Genetic tuning of fuzzy rule-based systems integrating linguistic hedges", Joint 9th Ifsa World Congress and 20th Nafips International Conference, Proceedings, Vols. 1-52001 | journal-article
"Different Proposals to Improve the Accuracy of Fuzzy Linguistic Modelling", Fuzzy If-Then  Rules in Computational Intelligence: Theory and Applications2000 | book-chapter
"Evolutionary approaches to the learning of fuzzy rule-based classification systems", Evolution of Engineering and Information Systems and Their Applications2000 | journal-article
"Genetic Feature Selection in a Fuzzy Rule-Based Classification System Learning Process", Eighth Internacional Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU’00)2000 | other
"Evolutionary Approaches to the Learning of Fuzzy Rule-Based Classification Systems", Evolution of Engineering and Information Systems and Their Applications1999 | book-chapter
"Analyzing the Reasoning Mechanisms in Fuzzy Rule-Based Classification Systems", Mathware & Soft Computing 1998 | journal-article
"Modelado cualitativo utilizando una metodología evolutiva de aprendizaje iterativo de bases de reglas difusas", Revista Iberoamericana de Inteligencia Artificial1998 | journal-article