Cristóbal J. Carmona

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 23

Top Topics

Subgroup Discovery

Emerging Patterns

Imbalanced Data

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

WIREs Data Mining Knowl. Discov.

Int. J. Comput. Intell. Syst.

Publications

M. Asunción Padilla-Rascon, P. Gonzalez, Cristóbal J. Carmona
SDRDPy: An application to graphically visualize the knowledge obtained with supervised descriptive rule algorithms. CoRR (2024)
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus
A distributed evolutionary fuzzy system-based method for the fusion of descriptive emerging patterns in data streams. Inf. Fusion 91 (2023)
Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal J. Carmona
Clustering: an R library to facilitate the analysis and comparison of cluster algorithms. Prog. Artif. Intell. 12 (1) (2023)
David Padilla, M. Asunción Padilla-Rascón, Rubén Cámara, Cristóbal J. Carmona
A First Evolutionary Fuzzy Approach for Change Mining with Smart Bands. FQAS (2023)
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus
A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams. Expert Syst. Appl. 183 (2021)
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, Huseyin Seker, María José del Jesus
FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams. IEEE Trans. Fuzzy Syst. 28 (12) (2020)
José María Luna, Cristóbal J. Carmona, Ángel Miguel García-Vico, María José del Jesus, Sebastián Ventura
Subgroup Discovery on Multiple Instance Data. Int. J. Comput. Intell. Syst. 12 (2) (2019)
Ángel Miguel García-Vico, Cristóbal J. Carmona, Pedro González, María José del Jesus
MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Pedro González García, Ángel Miguel García-Vico, Cristóbal J. Carmona, María José del Jesus
Improvement of subgroup descriptions in noisy data by detecting exceptions. Prog. Artif. Intell. 7 (1) (2018)
Cristóbal J. Carmona, María José del Jesus, Francisco Herrera
A unifying analysis for the supervised descriptive rule discovery via the weighted relative accuracy. Knowl. Based Syst. 139 (2018)
Ángel Miguel García-Vico, Cristóbal J. Carmona, Diana Martín, Milton García-Borroto, María José del Jesus
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects. WIREs Data Mining Knowl. Discov. 8 (1) (2018)
Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María Dolores Pérez-Godoy, Pedro González, Cristóbal J. Carmona, María José del Jesus
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments - A MapReduce solution. Knowl. Based Syst. 117 (2017)
Ángel Miguel García-Vico, Pedro González, María José del Jesus, Cristóbal J. Carmona
A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm. FUZZ-IEEE (2017)
Alberto Fernández, Cristóbal J. Carmona, María José del Jesus, Francisco Herrera
A Pareto-based Ensemble with Feature and Instance Selection for Learning from Multi-Class Imbalanced Datasets. Int. J. Neural Syst. 27 (6) (2017)
Ángel Miguel García-Vico, J. Montes, Jorge Aguilera, Cristóbal J. Carmona, María José del Jesus
Analysing Concentrating Photovoltaics Technology Through the Use of Emerging Pattern Mining. SOCO-CISIS-ICEUTE (2016)
Alberto Fernández, Cristóbal J. Carmona, María José del Jesus, Francisco Herrera
A View on Fuzzy Systems for Big Data: Progress and Opportunities. Int. J. Comput. Intell. Syst. 9 (sup1) (2016)
Ángel M. García, Francisco Charte, Pedro González, Cristóbal J. Carmona, María José del Jesus
Subgroup Discovery with Evolutionary Fuzzy Systems in R: The SDEFSR Package. R J. 8 (2) (2016)
Julián Luengo, Ángel Miguel García-Vico, M. Dolores Pérez-Godoy, Cristóbal J. Carmona
The influence of noise on the evolutionary fuzzy systems for subgroup discovery. Soft Comput. 20 (11) (2016)
Cristóbal J. Carmona, Francisco Javier Pulgar, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera
Estimating the Maximum Power Delivered by Concentrating Photovoltaics Technology Through Atmospheric Conditions Using a Differential Evolution Approach. HAIS (2016)
Cristóbal J. Carmona, Pedro González, María José del Jesus
FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery. IFSA-EUSFLAT (2015)
Cristóbal J. Carmona, Victor Ruiz-Rodado, María José del Jesus, A. Weber, Martin Grootveld, Pedro González, David A. Elizondo
A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans. Inf. Sci. 298 (2015)
Cristóbal J. Carmona, Julián Luengo
A First Approach in the Class Noise Filtering Approaches for Fuzzy Subgroup Discovery. SOCO (2015)
B. García-Domingo, Cristóbal J. Carmona, Antonio Jesús Rivera Rivas, María José del Jesus, Jorge Aguilera
A differential evolution proposal for estimating the maximum power delivered by CPV modules under real outdoor conditions. Expert Syst. Appl. 42 (13) (2015)
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
Overview on evolutionary subgroup discovery: analysis of the suitability and potential of the search performed by evolutionary algorithms. WIREs Data Mining Knowl. Discov. 4 (2) (2014)
M. Dolores Pérez-Godoy, Antonio J. Rivera, Cristóbal J. Carmona, María José del Jesus
Training algorithms for Radial Basis Function Networks to tackle learning processes with imbalanced data-sets. Appl. Soft Comput. 25 (2014)
Victoria López, Isaac Triguero, Cristóbal J. Carmona, Salvador García, Francisco Herrera
Addressing imbalanced classification with instance generation techniques: IPADE-ID. Neurocomputing 126 (2014)
Cristóbal J. Carmona, Charalambos Chrysostomou, Huseyin Seker, María José del Jesus
Fuzzy rules for describing subgroups from Influenza A virus using a multi-objective evolutionary algorithm. Appl. Soft Comput. 13 (8) (2013)
Cristóbal J. Carmona, Pedro González, María José del Jesus, B. García-Domingo, Jorge Aguilera
An evolutionary fuzzy system for the detection of exceptions in subgroup discovery. IFSA/NAFIPS (2013)
Cristóbal J. Carmona, Pedro González, B. García-Domingo, María José del Jesus, Jorge Aguilera
MEFES: An evolutionary proposal for the detection of exceptions in subgroup discovery. An application to Concentrating Photovoltaic Technology. Knowl. Based Syst. 54 (2013)
Cristóbal J. Carmona, Julián Luengo, Pedro González, María José del Jesus
An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery. Expert Syst. Appl. 39 (13) (2012)
Salvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera
A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms. ICPRAM (1) (2012)
Cristóbal J. Carmona, Julián Luengo, Pedro González, María José del Jesus
A preliminary study on missing data imputation in evolutionary fuzzy systems of subgroup discovery. FUZZ-IEEE (2012)
Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera
Evolutionary-based selection of generalized instances for imbalanced classification. Knowl. Based Syst. 25 (1) (2012)
Cristóbal J. Carmona, Sergio Ramírez-Gallego, F. J. Torres, Enrique Bernal, María José del Jesus, Salvador García
Web usage mining to improve the design of an e-commerce website: OrOliveSur.com. Expert Syst. Appl. 39 (12) (2012)
Cristóbal J. Carmona, Sergio Ramírez-Gallego, F. J. Torres, Enrique Bernal, María José del Jesus, Salvador García
Subgroup Discovery Applied to the e-Commerce Website OrOliveSur.com. ICEIS (2) (2012)
Cristóbal J. Carmona, Pedro González, María José Gacto, María José del Jesus
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD. Int. J. Comput. Intell. Syst. 5 (2) (2012)
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
Analysis of the impact of using different diversity functions for the subgroup discovery algorithm NMEEF-SD. GEFS (2011)
Francisco Herrera, Cristóbal J. Carmona, Pedro González, María José del Jesus
An overview on subgroup discovery: foundations and applications. Knowl. Inf. Syst. 29 (3) (2011)
Cristóbal J. Carmona, Pedro González, María José del Jesus, M. Navío-Acosta, L. Jiménez-Trevino
Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department. Soft Comput. 15 (12) (2011)
Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera
Evolutionary selection of hyperrectangles in nested generalized exemplar learning. Appl. Soft Comput. 11 (3) (2011)
M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, María Pilar Frías, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, Manuel Parras
RBFN for Short and Medium Term Forecasting of the Extra-Virgin Olive Oil Price. NICSO (2010)
Samuel F. Romero, Alberto Guillén, Cristóbal J. Carmona, Christian A. Morillas, Francisco J. Pelayo, Héctor Pomares
Preselection of Neurostimulation Waveforms for Visual Prostheses using Genetic Algorithms. BIODEVICES (2010)
M. Dolores Pérez-Godoy, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, María José del Jesus
A preliminary study on mutation operators in cooperative competitive algorithms for RBFN design. IJCNN (2010)
Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera
A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification. IEA/AIE (1) (2010)
M. Dolores Pérez-Godoy, Pedro Pérez-Recuerda, Antonio Jesús Rivera Rivas, María José del Jesus, Cristóbal J. Carmona, María Pilar Frías, Manuel Parras
RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market. Int. J. Hybrid Intell. Syst. 7 (1) (2010)
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery. IEEE Trans. Fuzzy Syst. 18 (5) (2010)
Pedro L. López, Antonio Jesús Rivera Rivas, M. Dolores Pérez-Godoy, María José del Jesus, Cristóbal J. Carmona
EMORBFN: An Evolutionary Multiobjetive Optimization Algorithm for RBFN Design. IWANN (1) (2009)
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery. FUZZ-IEEE (2009)
Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera
Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery. HAIS (2009)
Cristóbal J. Carmona, María José del Jesus, Pablo Guerrero, Reyes Peña-Santiago, Víctor M. Rivas
Techniques of Engineering Applied to a Non-structured Data Model. DCAI (2008)