mjjesus

Posición
Comité Científico
Descripción

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

Publications

Multilabel Classification. Problem Analysis, Metrics and Techniques , 2016 | book ISBN: 978-3-319-411110-1 URL: http://www.springer.com/gp/book/9783319411101
A View on Fuzzy Systems for Big Data: Progress and Opportunities International Journal of Computational Intelligence Systems , 2016 | journal-article DOI: 10.1080/18756891.2016.1180820 WOSUID: WOS:000375236200006 URL: 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-chapter DOI: 10.1007/978-3-319-19258-1_31 WOSUID: WOS:000363763800031 URL: 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 Applications , 2015 | journal-article DOI: 10.1016/j.eswa.2015.02.032 WOSUID: WOS:000355036900006 URL: 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 Sciences , 2015 | journal-article DOI: 10.1016/j.ins.2014.11.030 WOSUID: WOS:000349590000011 URL: 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 2015 , 2015 | book-chapter DOI: 10.1007/978-3-319-24834-9_5 WOSUID: WOS:000374793000005 URL: 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 Neurocomputing , 2015 | journal-article DOI: 10.1016/j.neucom.2014.08.091 WOSUID: WOS:000356196800002 URL: 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 Technology , 2015 | book-chapter WOSUID: WOS:000358581100065 URL: 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 Systems , 2015 | journal-article DOI: 10.1016/j.knosys.2015.07.019 WOSUID: WOS:000364249800028 URL: 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-article WOSUID: WOS:000380463400014 URL: 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-chapter DOI: 10.1007/978-3-319-19644-2_41 WOSUID: WOS:000363689900041 URL: 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 Systems , 2015 | journal-article DOI: 10.1016/j.knosys.2015.01.013 WOSUID: WOS:000353853200011 URL: 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-article WOSUID: WOS:000359136600167 URL: 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 Discovery , 2014 | journal-article DOI: 10.1002/widm.1134 WOSUID: WOS:000344523100003 URL: 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 2014 , 2014 | book-chapter WOSUID: WOS:000342836300010 URL: 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 Systems , 2014 | journal-article DOI: 10.1109/TNNLS.2013.2296501 WOSUID: WOS:000343704900009 URL: 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 2014 , 2014 | book-chapter WOSUID: WOS:000345286100001 URL: 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 Discovery , 2014 | journal-article DOI: 10.1002/widm.1118 WOSUID: WOS:000331918900019 URL: 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 Neurocomputing , 2014 | journal-article DOI: 10.1016/j.neucom.2013.08.023 WOSUID: WOS:000331851700047 URL: 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 Computing , 2014 | journal-article DOI: 10.1016/j.asoc.2014.09.011 WOSUID: WOS:000344460600003 URL: 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 Systems , 2013 | journal-article WOSUID: WOS:000342910700016 URL: 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 Applications , 2013 | journal-article WOSUID: WOS:000312974600045 URL: 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-chapter WOSUID: WOS:000349557200266 URL: 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 Systems , 2013 | journal-article DOI: 10.1016/j.knosys.2012.08.025 WOSUID: WOS:000314382100010 URL: 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 I , 2013 | journal-article WOSUID: WOS:000324897700032 URL: 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-article WOSUID: WOS:000333960300014 URL: 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 Systems , 2013 | journal-article DOI: 10.1016/j.knosys.2013.01.018 WOSUID: WOS:000316509500010 URL: 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 Applications , 2013 | journal-article DOI: 10.1016/j.eswa.2012.09.016 WOSUID: WOS:000314737600018 URL: 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 Computing , 2013 | journal-article DOI: 10.1016/j.asoc.2013.04.011 WOSUID: WOS:000321494200002 URL: 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 Systems , 2013 | journal-article DOI: 10.1016/j.knosys.2013.08.001 WOSUID: WOS:000327685800008 URL: 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 | other DOI: 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-article WOSUID: WOS:000309188200120 URL: 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 Applications , 2012 | journal-article DOI: 10.1016/j.eswa.2012.04.029 WOSUID: WOS:000305204600008 URL: 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 Computing , 2012 | journal-article DOI: 10.1007/s00500-011-0784-2 WOSUID: WOS:000305247600001 URL: 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 | other SOURCE-WORK-ID: 121715054497-235
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD International Journal of Computational Intelligence Systems , 2012 | journal-article DOI: 10.1080/18756891.2012.685323 WOSUID: WOS:000303573600009 URL: 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 Ii , 2012 | other WOSUID: WOS:000309173800018 URL: 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 | other SOURCE-WORK-ID: 1204160809560-624
Web usage mining to improve the design of an e-commerce website: OrOliveSur.com Expert Systems With Applications , 2012 | journal-article DOI: 10.1016/j.eswa.2012.03.046 WOSUID: WOS:000305863300095 URL: 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 Intelligence , 2011 | journal-article WOSUID: WOS:000305319500027 URL: 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 Intelligence , 2011 | journal-article DOI: 10.1007/s10489-011-0284-1 WOSUID: WOS:000290227300002 URL: 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 Systems , 2011 | journal-article DOI: 10.1007/s10115-010-0356-2 WOSUID: WOS:000297131000001 URL: 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 on , 2011 | other DOI: 10.1109/GEFS.2011.5949498
Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department Soft Computing , 2011 | journal-article DOI: 10.1007/s00500-010-0670-3 WOSUID: WOS:000297128000009 URL: 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 I , 2011 | book-chapter WOSUID: WOS:000353417500006 URL: 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 2011 , 2011 | other DOI: 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 Systems , 2011 | book-chapter DOI: 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 Discovery , 2011 | journal-article DOI: 10.1002/widm.18 WOSUID: WOS:000304258100003 URL: 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 Computing , 2010 | journal-article DOI: 10.1007/s00500-009-0488-z WOSUID: WOS:000277013200006 URL: 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 2010 , 2010 | other WOSUID: WOS:000287421403038 URL: 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 | other SOURCE-WORK-ID: 121715054499-301
Analysis of an evolutionary RBFN design algorithm, (CORBFN)-R-2, for imbalanced data sets Pattern Recognition Letters , 2010 | journal-article DOI: 10.1016/j.patrec.2010.07.010 WOSUID: WOS:000282541700005 URL: 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 Systems , 2010 | journal-article DOI: 10.3233/HIS-2010-0106
Comparison of response surface methodology and artificial neural network applied to enzymatic hydrolysis of rapeseed straw Journal of Biotechnology , 2010 | journal-article DOI: 10.1016/j.jbiotec.2010.08.360 WOSUID: WOS:000288873401022 URL: 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 Sciences , 2010 | journal-article DOI: 10.1016/j.ins.2009.12.020 WOSUID: WOS:000275139300001 URL: 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 Systems , 2010 | other WOSUID: WOS:000281604000021 URL: 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 Technologies , 2010 | book-chapter DOI: 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 | other SOURCE-WORK-ID: 1217150544100-341
NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery Ieee Transactions on Fuzzy Systems , 2010 | journal-article DOI: 10.1109/TFUZZ.2010.2060200 WOSUID: WOS:000283370100010 URL: 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 Sciences , 2010 | journal-article DOI: 10.1016/j.ins.2009.12.014 WOSUID: WOS:000275139300006 URL: 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 1 , 2009 | journal-article WOSUID: WOS:000270081200008 URL: 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 2008 , 2009 | journal-article WOSUID: WOS:000262358600079 URL: 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 1-3 , 2009 | journal-article DOI: 10.1109/FUZZY.2009.5277412 WOSUID: WOS:000274242600298 URL: 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, Proceedings , 2009 | journal-article WOSUID: WOS:000271116900006 URL: 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 Applications , 2009 | journal-article DOI: 10.1109/ISDA.2009.234 WOSUID: WOS:000288405800247 URL: 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 1 , 2009 | journal-article WOSUID: WOS:000270081200094 URL: 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 Applications , 2009 | journal-article DOI: 10.1016/j.eswa.2007.11.026 WOSUID: WOS:000262178000068 URL: 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 Conference , 2009 | 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 Conference , 2009 | journal-article WOSUID: WOS:000279170600008 URL: 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 Reasoning , 2009 | journal-article DOI: 10.1016/j.ijar.2008.11.004 WOSUID: WOS:000264713200014 URL: 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 1 , 2009 | journal-article WOSUID: WOS:000270081200037 URL: 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 Computing , 2009 | journal-article DOI: 10.1007/s00500-008-0323-y WOSUID: WOS:000260518500008 URL: 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 Información , 2009 | journal-article SOURCE-WORK-ID: 1217150544198-262
Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery Hybrid Artificial Intelligence Systems , 2009 | journal-article WOSUID: WOS:000267794600069 URL: 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 Applications , 2009 | journal-article DOI: 10.1016/j.eswa.2009.02.048 WOSUID: WOS:000266086600026 URL: 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 1 , 2009 | journal-article WOSUID: WOS:000270081200048 URL: 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 World , 2009 | journal-article WOSUID: WOS:000264426400006 URL: 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 2008 , 2009 | journal-article WOSUID: WOS:000262358600048 URL: 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-paper SOURCE-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 Systems , 2008 | journal-article WOSUID: WOS:000257170100017 URL: 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 Systems , 2008 | journal-article DOI: 10.1016/j.fss.2007.12.023 WOSUID: WOS:000258367800004 URL: 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 Systems , 2008 | journal-article WOSUID: WOS:000259875000016 URL: 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 Systems , 2008 | journal-article WOSUID: WOS:000257170100014 URL: 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 Models , 2008 | book-chapter DOI: 10.1007/978-3-540-73723-0_21
A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks Soft Computing , 2007 | journal-article DOI: 10.1007/s00500-006-0128-9 WOSUID: WOS:000244305200007 URL: 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 Intelligence , 2007 | journal-article WOSUID: WOS:000247839300046 URL: 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 Theory , 2007 | journal-article WOSUID: WOS:000248082000021 URL: 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 Intelligence , 2007 | journal-article WOSUID: WOS:000247839300040 URL: 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 Systems , 2007 | journal-article DOI: 10.1109/TFUZZ.2006.890662 WOSUID: WOS:000248703700005 URL: 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 Making , 2007 | journal-article DOI: 10.1109/MCDM.2007.369416 WOSUID: WOS:000248485300009 URL: 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 1-4 , 2007 | journal-article WOSUID: WOS:000252371500309 URL: 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 Reasoning , 2007 | journal-article DOI: 10.1016/j.ijar.2006.06.002 WOSUID: WOS:000243807500001 URL: 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, Proceedings , 2006 | journal-article WOSUID: WOS:000239600000020 URL: 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 Mining , 2006 | journal-article WOSUID: WOS:000239623700027 URL: 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 Mining , 2005 | book-chapter DOI: 10.1007/11004011_14
Evolutionary induction of descriptive rules in a market problem Intelligent Data Mining: Techniques and Applications , 2005 | journal-article WOSUID: CCC:000233992600014 URL: 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 Systems , 2005 | journal-article DOI: 10.1109/TFUZZ.2004.839670 WOSUID: WOS:000226944500002 URL: 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 | other SOURCE-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 | other SOURCE-WORK-ID: 1217150544205-325
Extracción de conocimiento con algoritmos evolutivos y reglas difusas Introducción a la minería de datos , 2004 | book-chapter
Extracción de conocimiento con algoritmos evolutivos y reglas difusas Introducción a la minería de datos , 2004 | book-chapter SOURCE-WORK-ID: 1217150544206-395
Induction of fuzzy-rule-based classifiers with evolutionary boosting algorithms Ieee Transactions on Fuzzy Systems , 2004 | journal-article DOI: 10.1109/TFUZZ.2004.825972 WOSUID: WOS:000221872100002 URL: 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 Aprendizaje , 2004 | 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 Aprendizaje , 2004 | book-chapter SOURCE-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 Applications , 2003 | journal-article DOI: 10.1016/B978-044451379-3/50026-1 WOSUID: WOS:000189131300026 URL: 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 Modeling , 2003 | journal-article WOSUID: CCC:000186181900004 URL: 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 1 , 2003 | journal-article
Co-evolutionary algorithm for RBF by self-organizing population of neurons Computational Methods in Neural Modeling, Pt 1 , 2003 | journal-article WOSUID: WOS:000185042000060 URL: 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 | other SOURCE-WORK-ID: 1217150544208-421
Some relationships between fuzzy and random set-based classifiers and models International Journal of Approximate Reasoning , 2002 | journal-article DOI: 10.1016/S0888-613X(01)00063-9 WOSUID: WOS:000173437800003 URL: 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. 1-5 , 2001 | journal-article WOSUID: WOS:000173245100221 URL: 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 Analysis , 2001 | book-chapter DOI: 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. 1-5 , 2001 | journal-article
Different Proposals to Improve the Accuracy of Fuzzy Linguistic Modelling Fuzzy If-Then  Rules in Computational Intelligence: Theory and Applications , 2000 | book-chapter
Evolutionary approaches to the learning of fuzzy rule-based classification systems Evolution of Engineering and Information Systems and Their Applications , 2000 | 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 Applications , 1999 | 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 Artificial , 1998 | journal-article