Cristóbal J. Carmona

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María José Del Jesus DíazAssociate professor of Computer Science, University of JaénVerified email at ujaen.es
Pedro González GarcíaUniversidad de JaénVerified email at ujaen.es
Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerified email at decsai.ugr.es
Ángel M. García-VicoUniversidad de JaénVerified email at ujaen.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Verified email at decsai.ugr.es
Antonio J. RiveraProfesor de Ingeniería Informática (Universidad de Jaén)Verified email at ujaen.es
María Dolores Pérez GodoyProfesor de Informática (UJA)Verified email at ujaen.es
David Elizondo, D. Elizondo, D. A. Eliz...De Montfort University, University of Georgia, Universite Louis PasteurVerified email at dmu.ac.uk
Isaac Triguero VelázquezDistinguished Senior Research Fellow at University of Granada, Associate Professor in Data ScienceVerified email at nottingham.ac.uk
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.es
Alberto Fernández HilarioFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Enrique Bernal JuradoProfesor de EconomíaVerified email at ujaen.es
Sergio Ramírez-GallegoPhD. ML and Computer ScienceVerified email at thalesaleniaspace.com
Francisco Javier Pulgar RubioUniversidad de JaénVerified 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
Francisco José Torres RuizUniversidad de JaénVerified email at ujaen.es
Victoria Lopez MoralesResearch Associate, Imperial College LondonVerified email at imperial.ac.uk
Victor Ruiz RodadoNeuro-Oncology Branch, NCI, NIHVerified email at nih.gov
Professor Martin GrootveldDe Montfort UniversityVerified email at dmu.ac.uk
Francisco Charte (ORCID:0000-0002-...Associate Professor at Computer Science Dept. Universidad de JaénVerified email at ujaen.es

Cristóbal J. Carmona

Full Professor at University of Jaen

Verified email at ujaen.es - Homepage

Data Science Federated Learning Trustworthy AI


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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	427	2011
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	210	2012
Evolutionary-based selection of generalized instances for imbalanced classification S Garcı, I Triguero, CJ Carmona, F Herrera Knowledge-Based Systems 25 (1), 3-12, 2012	171	2012
NMEEF-SD: Non-dominated multiobjective evolutionary algorithm for extracting fuzzy rules in subgroup discovery CJ Carmona, P González, MJ Del Jesus, F Herrera IEEE Transactions on Fuzzy Systems 18 (5), 958-970, 2010	158	2010
A view on fuzzy systems for big data: progress and opportunities A Fernandez, CJ Carmona, MJ del Jesus, F Herrera International Journal of Computational Intelligence Systems 9 (Suppl 1), 69-80, 2016	82	2016
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects AM García‐Vico, CJ Carmona, D Martín, M García‐Borroto, MJ del Jesus Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (1 …, 2018	77	2018
A Pareto-based ensemble with feature and instance selection for learning from multi-class imbalanced datasets A Fernández, CJ Carmona, M Jose del Jesus, F Herrera International Journal of neural systems 27 (06), 1750028, 2017	73	2017
Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department CJ Carmona, P González, MJ del Jesus, M Navío-Acosta, ... Soft Computing 15, 2435-2448, 2011	73	2011
Addressing imbalanced classification with instance generation techniques: IPADE-ID V López, I Triguero, CJ Carmona, S García, F Herrera Neurocomputing 126, 15-28, 2014	67	2014
A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans CJ Carmona, V Ruiz-Rodado, MJ del Jesús, A Weber, M Grootveld, ... Information Sciences 298, 180-197, 2015	65	2015
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms CJ Carmona, P González, MJ del Jesus, F Herrera Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (2 …, 2014	57	2014
MEFASD-BD: multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments-a mapreduce solution F Pulgar-Rubio, AJ Rivera-Rivas, MD Pérez-Godoy, P González, ... Knowledge-Based Systems 117, 70-78, 2017	53	2017
A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy CJ Carmona, MJ del Jesus, F Herrera Knowledge-Based Systems 139, 89-100, 2018	41	2018
Fuzzy rules for describing subgroups from influenza a virus using a multi-objective evolutionary algorithm CJ Carmona, C Chrysostomou, H Seker, MJ del Jesus Applied Soft Computing 13 (8), 3439-3448, 2013	40	2013
Training algorithms for radial basis function networks to tackle learning processes with imbalanced data-sets MD Pérez-Godoy, AJ Rivera, CJ Carmona, MJ del Jesus Applied Soft Computing 25, 26-39, 2014	39	2014
Evolutionary algorithms for subgroup discovery applied to e-learning data CJ Carmona, P González, MJ del Jesus, C Romero, S Ventura Ieee educon 2010 conference, 983-990, 2010	39	2010
MEFES: an evolutionary proposal for the detection of exceptions in subgroup discovery. An application to concentrating photovoltaic technology CJ Carmona, P González, B García-Domingo, MJ del Jesus, J Aguilera Knowledge-Based Systems 54, 73-85, 2013	30	2013
MOEA-EFEP: Multi-objective evolutionary algorithm for extracting fuzzy emerging patterns ÁM García-Vico, CJ Carmona, P González, MJ del Jesus IEEE Transactions on Fuzzy Systems 26 (5), 2861-2872, 2018	29	2018
Analysing concentrating photovoltaics technology through the use of emerging pattern mining AM García-Vico, J Montes, J Aguilera, CJ Carmona, MJ del Jesus International Joint Conference SOCO’16-CISIS’16-ICEUTE’16: San Sebastián …, 2017	26	2017
Evolutionary selection of hyperrectangles in nested generalized exemplar learning S García, J Derrac, J Luengo, CJ Carmona, F Herrera Applied Soft Computing 11 (3), 3032-3045, 2011	25	2011

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