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Subdirector UJA

Pedro González García

Dirección del Instituto

Universidad de Jaén

Publicaciones

A Multiclustering Evolutionary Hyperrectangle-Based Algorithm

International Journal of Computational Intelligence Systems

  • 2023
  • journal-article
Clustering: an R library to facilitate the analysis and comparison of cluster algorithms

Progress in Artificial Intelligence

  • 2023
  • journal-article
A Case of Study with the Clustering R Library to Measure the Quality of Cluster Algorithms
  • 2022
  • book-chapter
A cellular-based evolutionary approach for the extraction of emerging patterns in massive data streams
AUTHORS: García-Vico, Á.M.; Carmona, C.; González, P.; del Jesus, M.J.

Expert Systems with Applications

  • 2021
  • journal-article
A Preliminary Many Objective Approach for Extracting Fuzzy Emerging Patterns

Advances in Intelligent Systems and Computing

  • 2021
  • book-chapter
Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms
AUTHORS: Fernando Puentes-Marchal; María Dolores Pérez-Godoy; Pedro González; María José Del Jesus

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  • 2021
  • book-chapter
An analysis of technological frameworks for data streams
AUTHORS: Puentes, F.; Pérez-Godoy, M.D.; González, P.; Del Jesus, M.J.

Progress in Artificial Intelligence

  • 2020
  • journal-article
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments

Neurocomputing

  • 2020
  • journal-article
FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams

IEEE Transactions on Fuzzy Systems

  • 2020
  • journal-article
A Big Data Approach for the Extraction of Fuzzy Emerging Patterns

Cognitive Computation

  • 2019
  • journal-article
Study on the use of different quality measures within a multi-objective evolutionary algorithm approach for emerging pattern mining in big data environments

Big Data Analytics

  • 2019
  • journal-article
Improvement of subgroup descriptions in noisy data by detecting exceptions

Progress in Artificial Intelligence

  • 2018
  • journal-article
MOEA-EFEP: Multi-Objective Evolutionary Algorithm for Extracting Fuzzy Emerging Patterns

IEEE Transaction on Fuzzy Systems

  • 2018
  • journal-article
A first approach to handle fuzzy emerging patterns mining on big data problems: The EvAEFP-spark algorithm

IEEE International Conference on Fuzzy Systems

  • 2017
  • conference-paper
MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments – A MapReduce solution

Knowledge-Based Systems

  • 2017
  • journal-article
Subgroup discovery with evolutionary fuzzy systems in r: The SDEFSR package

R Journal

  • 2016
  • journal-article
A fuzzy genetic programming-based algorithm for subgroup discovery and the application to one problem of pathogenesis of acute sore throat conditions in humans

Information Sciences

  • 2015
  • journal-article
FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery

PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MODELLING, SIMULATION AND APPLIED MATHEMATICS (MSAM2017)

  • 2015
  • conference-paper
Overview on evolutionary subgroup discovery: Analysis of the suitability and potential of the search performed by evolutionary algorithms

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

  • 2014
  • journal-article
An evolutionary fuzzy system for the detection of exceptions in subgroup discovery

Proceedings of the 2013 Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013

  • 2013
  • conference-paper
MEFES: An evolutionary proposal for the detection of exceptions in subgroup discovery. An application to Concentrating Photovoltaic Technology

Knowledge-Based Systems

  • 2013
  • journal-article
A preliminary study on missing data imputation in evolutionary fuzzy systems of subgroup discovery
AUTHORS: Carmona, C. J.; Luengo, J.; Gonzalez, P.; del Jesus, M. J.

Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on

  • 2012
  • conference-paper
An analysis on the use of pre-processing methods in evolutionary fuzzy systems for subgroup discovery

Expert Systems With Applications

  • 2012
  • journal-article
Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD

International Journal of Computational Intelligence Systems

  • 2012
  • journal-article
An overview on subgroup discovery: foundations and applications
AUTHORS: Gonzalez, Pedro, Herrera, Franciso, Jose Carmona, Cristobal, Jose del Jesus, Maria

Knowledge and Information Systems

  • 2011
  • journal-article
Analysis of the impact of using different diversity functions for the subgroup discovery algorithm NMEEF-SD

IEEE SSCI 2011: Symposium Series on Computational Intelligence - GEFS 2011: 2011 IEEE 5th International Workshop on Genetic and Evolutionary Fuzzy Systems

  • 2011
  • conference-paper
Evolutionary fuzzy rule extraction for subgroup discovery in a psychiatric emergency department

Soft Computing

  • 2011
  • journal-article
On the discovery of association rules by means of evolutionary algorithms
AUTHORS: del Jesus, Maria J.; Gamez, Jose A.; Gonzalez, Pedro; Puerta, Jose M.

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

  • 2011
  • journal-article
Subgroup discovery in an e-learning usage study based on Moodle

Proceedings of the 2011 7th International Conference on Next Generation Web Services Practices, NWeSP 2011

  • 2011
  • conference-paper
Evolutionary algorithms for subgroup discovery applied to e-learning data

2010 IEEE Education Engineering Conference, EDUCON 2010

  • 2010
  • conference-paper
NMEEF-SD: Non-dominated Multiobjective Evolutionary Algorithm for Extracting Fuzzy Rules in Subgroup Discovery
AUTHORS: Gonzalez, Pedro, Herrera, Francisco, Jose Carmona, Cristobal, Jose del Jesus, Maria

Ieee Transactions on Fuzzy Systems

  • 2010
  • journal-article
An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery

2009 Ieee International Conference on Fuzzy Systems, Vols 1-3

  • 2009
  • journal-article
Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data
AUTHORS: Gonzalez, P, Herrera, F, Romero, C, Ventura, S, del Jesus, MJ

Expert Systems With Applications

  • 2009
  • journal-article
Subgroup Discovery with Linguistic Rules
AUTHORS: Del Jesus, M.J.; González, P.; Herrera, F.

Fuzzy Sets and Their Extensions: Representation, Aggregation and Models

  • 2008
  • book-chapter
Evolutionary fuzzy rule induction process for subgroup discovery: A case study in marketing
AUTHORS: Gonzalez, P; Herrera, F; Mesonero, M; del Jesus, MJ

Ieee Transactions on Fuzzy Systems

  • 2007
  • journal-article
Multiobjective genetic algorithm for extracting subgroup discovery fuzzy rules
AUTHORS: del Jesus, MJ; Gonzalez, P; Herrera, F

2007 Ieee Symposium on Computational Intelligence in Multi-Criteria Decision Making

  • 2007
  • journal-article
Multiobjective evolutionary induction of subgroup discovery fuzzy rules: A case study in marketing

6th Industrial Conference on Data Mining (ICDM 2006)

  • 2006
  • conference-paper
Contacto
pglez@ujaen.es
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