María José Del Jesus Díaz

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Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerified email at decsai.ugr.es
Antonio J. RiveraProfesor de Ingeniería Informática (Universidad de Jaén)Verified email at ujaen.es
Cristóbal J. CarmonaFull Professor at University of JaenVerified email at ujaen.es
Francisco Charte (ORCID:0000-0002-...Associate Professor at Computer Science Dept. Universidad de JaénVerified email at ujaen.es
Alberto Fernández HilarioFull Professor of 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 Ventura (ORCID: 0000-000...Professor of Computing and Artificial Intelligence, University of Cordoba (RoR:05yc77b46)Verified email at uco.es
Luciano SanchezProfessor of Computer Science, Oviedo UniversityVerified email at uniovi.es
Cristóbal Romero (ORCID: 0000-0003...Full Professor in University of Cordoba and member of KDIS Research GroupVerified email at uco.es
Victoria Lopez MoralesResearch Associate, Imperial College LondonVerified email at imperial.ac.uk
Jaume BacarditProfessor of Artificial Intelligence, Newcastle UniversityVerified email at newcastle.ac.uk
Jorge CasillasFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.es
Enrique Bernal JuradoProfesor de EconomíaVerified email at ujaen.es
Mikel GalarFull Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraVerified email at unavarra.es
Juan J. Merelo GuervósUniversity of GranadaVerified email at ugr.es
Maribel Garcia-ArenasProfesor de la Universidad de GranadaVerified email at ugr.es
Manuel Chica SerranoUniversity of GranadaVerified email at ugr.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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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, 307-318, 2009	1688	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	535	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	479	2013
An overview on subgroup discovery: foundations and applications F Herrera, CJ Carmona, P González, MJ Del Jesus Knowledge and information systems 29, 495-525, 2011	433	2011
Multilabel classification F Herrera, F Charte, AJ Rivera, MJ Del Jesus, F Herrera, F Charte, ... Multilabel Classification: Problem Analysis, Metrics and Techniques, 17-31, 2016	411	2016
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	377	2008
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	376	2018
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	356	2014
Addressing imbalance in multilabel classification: Measures and random resampling algorithms F Charte, AJ Rivera, MJ Del Jesus, F Herrera Neurocomputing 163, 3-16, 2015	316	2015
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	316	2005
KEEL 3.0: an open source software for multi-stage analysis in data mining I Triguero, S González, JM Moyano, S García, J Alcalá-Fdez, J Luengo, ... International Journal of Computational Intelligence Systems 10 (1), 1238-1249, 2017	294	2017
MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation F Charte, AJ Rivera, MJ Del Jesus, F Herrera Knowledge-Based Systems 89, 385-397, 2015	283	2015
Evolutionary fuzzy systems for explainable artificial intelligence: Why, when, what for, and where to? A Fernandez, F Herrera, O Cordon, MJ del Jesus, F Marcelloni IEEE Computational intelligence magazine 14 (1), 69-81, 2019	265	2019
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	235	2009
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	216	2012
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	201	2015
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	193	2004
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	192	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	188	1998
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	178	1999

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