María José Del Jesus Díaz

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Francisco HerreraProfessor Computer Science and AI, Granada Univ.; Senior Associate Researcher in DL&ML at Sherpa.aiVerified email at decsai.ugr.es
Antonio J. RiveraProfesor de Ingeniería Informática (Universidad de Jaén)Verified email at ujaen.es
Cristóbal J CarmonaAssociate Professor at University of JaenVerified email at ujaen.es
Francisco CharteAssistant Professor at Computer Science Dept. Universidad de JaénVerified email at ujaen.es
Alberto FernándezAssociate Professor in Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Oscar CordónProfessor, IEEE-IFSA Fellow, Natl. Computer Science Award. DaSCI Research Institute & DECSAI, UGRVerified email at decsai.ugr.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Verified email at decsai.ugr.es
Víctor Manuel Rivas SantosProfessor of Computer Science, University of JaenVerified email at ujaen.es
Sebastián VenturaProfessor of Computing and Artificial Intelligence, University of CordobaVerified email at uco.es
Luciano SanchezProfessor of Computer Science, Oviedo UniversityVerified email at uniovi.es
Victoria Lopez MoralesResearch Associate, Imperial College LondonVerified email at imperial.ac.uk
Cristobal RomeroFull Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
Jorge CasillasFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Jaume BacarditReader in Machine Learning, Newcastle UniversityVerified email at newcastle.ac.uk
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.es
Enrique Bernal JuradoProfesor de EconomíaVerified email at ujaen.es
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraVerified email at unavarra.es
Maribel Garcia-ArenasProfesor de la Universidad de GranadaVerified email at ugr.es
Jose A. Gámez (ORCID: 0000-0003-1...Professor of Computer Science, University of Castilla-La Mancha, Albacete, SpainVerified email at uclm.es
Jose Miguel Puerta (ORCID:0000-000...Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es

María José Del Jesus Díaz

Associate professor of Computer Science, University of Jaén

Verified email at ujaen.es - Homepage

Artificial Intelligence Data Mining Evolutionary Fuzzy Systems Classification Subgroup Discovery


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Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases O Cord World Scientific, 2001	1399	2001
KEEL: a software tool to assess evolutionary algorithms for data mining problems J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, ... Soft Computing 13 (3), 307-318, 2009	1297	2009
A proposal on reasoning methods in fuzzy rule-based classification systems O Cordón, MJ Del Jesus, F Herrera International Journal of Approximate Reasoning 20 (1), 21-45, 1999	485	1999
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches A Fernández, V LóPez, M Galar, MAJ Del Jesus, F Herrera Knowledge-based systems 42, 97-110, 2013	321	2013
Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction J Casillas, O Cordón, MJ Del Jesus, F Herrera IEEE Transactions on Fuzzy Systems 13 (1), 13-29, 2005	299	2005
An overview on subgroup discovery: foundations and applications F Herrera, CJ Carmona, P González, MJ Del Jesus Knowledge and information systems 29 (3), 495-525, 2011	292	2011
A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets A Fernández, S García, MJ del Jesus, F Herrera Fuzzy Sets and Systems 159 (18), 2378-2398, 2008	288	2008
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks A Fernández, S del Río, V López, A Bawakid, MJ del Jesus, JM Benítez, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (5 …, 2014	272	2014
Multilabel classification F Herrera, F Charte, AJ Rivera, MJ Del Jesus Multilabel Classification, 17-31, 2016	202	2016
Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets A Fernández, MJ del Jesus, F Herrera International Journal of Approximate Reasoning 50 (3), 561-577, 2009	187	2009
Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems J Casillas, O Cordón, MJ Del Jesus, F Herrera Information Sciences 136 (1-4), 135-157, 2001	186	2001
Genetic learning of fuzzy rule‐based classification systems cooperating with fuzzy reasoning methods O Cordón, M José del Jesus, F Herrera International Journal of Intelligent Systems 13 (10‐11), 1025-1053, 1998	170	1998
Web usage mining to improve the design of an e-commerce website: OrOliveSur. com CJ Carmona, S Ramírez-Gallego, F Torres, E Bernal, MJ del Jesus, ... Expert Systems with Applications 39 (12), 11243-11249, 2012	168	2012
MOGUL: A methodology to obtain genetic fuzzy rule‐based systems under the iterative rule learning approach O Cordón, MJ del Jesus, F Herrera, M Lozano International Journal of Intelligent Systems 14 (11), 1123-1153, 1999	165	1999
Induction of fuzzy-rule-based classifiers with evolutionary boosting algorithms MJ Del Jesus, F Hoffmann, LJ Navascués, L Sánchez IEEE Transactions on Fuzzy Systems 12 (3), 296-308, 2004	164	2004
Addressing imbalance in multilabel classification: Measures and random resampling algorithms F Charte, AJ Rivera, MJ del Jesus, F Herrera Neurocomputing 163, 3-16, 2015	157	2015
Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data C Romero, P González, S Ventura, MJ Del Jesús, F Herrera Expert Systems with Applications 36 (2), 1632-1644, 2009	157	2009
A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines D Charte, F Charte, S García, MJ del Jesus, F Herrera Information Fusion 44, 78-96, 2018	154	2018
Revisiting evolutionary fuzzy systems: Taxonomy, applications, new trends and challenges A Fernandez, V Lopez, MJ del Jesus, F Herrera Knowledge-Based Systems 80, 109-121, 2015	146	2015
GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems FJ Berlanga, AJ Rivera, MJ del Jesús, F Herrera Information Sciences 180 (8), 1183-1200, 2010	143	2010

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