Pedro González

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 15

Top Topics

Emerging Patterns

Top Venues

Knowl. Based Syst.

IEEE Trans. Fuzzy Syst.

Prog. Artif. Intell.

Publications

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)
Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona
A Multiclustering Evolutionary Hyperrectangle-Based Algorithm. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona
A Case of Study with the Clustering R Library to Measure the Quality of Cluster Algorithms. HAIS (2022)
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)
Fernando Puentes-Marchal, María Dolores Pérez-Godoy, Pedro González, María José del Jesus
Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms. IWANN (2) (2021)
Ángel Miguel García-Vico, Cristóbal José Carmona, Pedro González, María José del Jesus
A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns. SOCO (2020)
Ángel Miguel García-Vico, Francisco Charte, Pedro González, David A. Elizondo, Cristóbal José Carmona
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments. Neurocomputing 415 (2020)
Fernando Puentes, María Dolores Pérez-Godoy, Pedro González, María José del Jesus
An analysis of technological frameworks for data streams. Prog. Artif. Intell. 9 (3) (2020)
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)
Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona, María José del Jesus
A Big Data Approach for the Extraction of Fuzzy Emerging Patterns. Cogn. Comput. 11 (3) (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)
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)
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)
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, 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)
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)
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)
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)
María José del Jesus, José A. Gámez, Pedro González, José Miguel Puerta
On the discovery of association rules by means of evolutionary algorithms. WIREs Data Mining Knowl. Discov. 1 (5) (2011)
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)
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)
Cristóbal Romero, Pedro González, Sebastián Ventura, María José del Jesus, Francisco Herrera
Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data. Expert Syst. Appl. 36 (2) (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)
María José del Jesus, Pedro González, Francisco Herrera
Multiobjective Genetic Algorithm for Extracting Subgroup Discovery Fuzzy Rules. MCDM (2007)
María José del Jesus, Pedro González, Francisco Herrera, Mikel Mesonero
Evolutionary Fuzzy Rule Induction Process for Subgroup Discovery: A Case Study in Marketing. IEEE Trans. Fuzzy Syst. 15 (4) (2007)
Francisco José Berlanga, María José del Jesus, Pedro González, Francisco Herrera, Mikel Mesonero
Multiobjective Evolutionary Induction of Subgroup Discovery Fuzzy Rules: A Case Study in Marketing. ICDM (2006)