del Jesus Díaz, Mª José

Scientific Committe

María José del Jesus is an Associate Professor with the area of Computer Science and Artificial Intelligence, University of Jaén. Her research interests are in the fields of Data Science. In particular, in the area of analytics or predictive data mining, in the design of algorithms for extracting knowledge in classification (binary, multiclass, multilabel or unbalanced), regression and time series prediction with evolutionary fuzzy systems, neural networks and ensembles. In the filed of descriptive data mining her interests are in the design of algorithms for the extraction of association and subgroup discovery rules.

She is the head of the research group “Intelligent Systems and Data Mining” ((TIC‐207). She has published more than 40 papers in international journals indexed in the JCR, presented more than a hundred communications, presentations and lectures in national and international conferences, and supervised seven Ph.D’s, two of them with international of European mention. Some of her works have won international awards (High cited paper by ISI Essential Science indicators, CIS Publication Spotlight by IEEE Computational Intelligence Magazine, and Lofti Zadeh Prize Best Paper Award). She has scientific collaborations with European universities in Germany (University of Dortmund) and England (University of Lecitester, De Montfort University and University of Bolton).  She is also member of the IEEE society (Institute of Electrical and Electronics Engineers) and regular reviewer in relevant journals in the field of Computational Intelligence. She was co-editor of several books and special issues in international journals. She has worked regularly as an expert on evaluation processes of the National Evaluation Agency (Agencia Nacional de Evaluación y Prospectiva, ANEP) and the Andalusian Agency for research (Agencia de Andaluza de Investigación). She has participated in over 20 national and regional research projects, being the main researcher in 5 of them.

ID ORCID: 
0000-0002-7891-3059

Publications

"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