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 | 413 | 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 | 212 | 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 | 170 | 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 | 155 | 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 | 84 | 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 | 76 | 2018 |
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 |
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 | 69 | 2017 |
Addressing imbalanced classification with instance generation techniques: IPADE-ID V López, I Triguero, CJ Carmona, S García, F Herrera Neurocomputing 126, 15-28, 2014 | 68 | 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 | 63 | 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 | 49 | 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 | 40 | 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 |
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 |
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 | 37 | 2014 |
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 | 29 | 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 | 28 | 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 | 24 | 2011 |