Cristóbal J Carmona
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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 (3), 495-525, 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 Jesús, ...
Expert Systems with Applications 39 (12), 11243-11249, 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
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
A view on fuzzy systems for big data: progress and opportunities
A Fernández, CJ Carmona, MJ del Jesus, F Herrera
International Journal of Computational Intelligence Systems 9 (sup1), 69-80, 2016
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
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 (12), 2435-2448, 2011
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
Addressing imbalanced classification with instance generation techniques: IPADE-ID
V López, I Triguero, CJ Carmona, S García, F Herrera
Neurocomputing 126, 15-28, 2014
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
Training algorithms for radial basis function networks to tackle learning processes with imbalanced data-sets
MD Pérez-Godoy, AJ Rivera, CJ Carmona, MJ del Jesús
Applied Soft Computing 25, 26-39, 2014
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
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
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
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
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
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
Subgroup discovery in an e-learning usage study based on Moodle
CJ Carmona, P González, MJ Del Jesus, S Ventura
2011 7th International Conference on Next Generation Web Services Practices …, 2011
Non-dominated multi-objective evolutionary algorithm based on fuzzy rules extraction for subgroup discovery
CJ Carmona, P González, MJ del Jesús, F Herrera
International Conference on Hybrid Artificial Intelligence Systems, 573-580, 2009
Analysing concentrating photovoltaics technology through the use of emerging pattern mining
AM García-Vico, J Montes, J Aguilera, CJ Carmona, MJ del Jesús
International Joint Conference SOCO’16-CISIS’16-ICEUTE’16, 334-344, 2016
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Articles 1–20