Pedro Villar Castro

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Lenguajes y Sistemas Informáticos
    Research group: TIC-186

Contributions and research experience

Publications in ISI SCI

  • A linguistic multicriteria decision-making model applied to hotel service quality evaluation from web data sources
    Author-s: Carrasco, R. A.; Villar, P.; Hornos, M. J.; Herrera-Viedma, E.
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 27 7 704 731 2012
  • FEATURE SELECTION AND GRANULARITY LEARNING IN GENETIC FUZZY RULE-BASED CLASSIFICATION SYSTEMS FOR HIGHLY IMBALANCED DATA-SETS
    Author-s: Villar, Pedro; Fernandez, Alberto; Carrasco, Ramon A.; Herrera, Francisco
    Source: INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 20 3 369 397 2012
  • A new model for linguistic summarization of heterogeneous data: an application to tourism web data sources
    Author-s: Carrasco, Ramon A.; Villar, Pedro
    Source: SOFT COMPUTING 16 1 135 151 2012
  • Hybrid Crossover Operators with Multiple Descendents for Real-Coded Genetic Algorithms: Combining Neighborhood-Based Crossover Operators
    Author-s: Sanchez, Ana M.; Lozano, Manuel; Villar, Pedro; Herrera, Francisco
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 24 5 540 567 2009
  • Special issue on Genetic fuzzy systems and the interpretability-accuracy trade-off - Preface
    Author-s: Casillas, J.; Herrera, F.; Perez, R.; Villar, P.
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 44 1 1 3 2007
  • Linguistic modeling with hierarchical systems of weighted linguistic rules
    Author-s: Alcala, R; Cano, JR; Cordon, O; Herrera, F; Villar, P; Zwir, I
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 32 2-3 187 215 2003
  • A genetic learning process for the scaling factors, granularity and contexts of the fuzzy rule-based system data base
    Author-s: Cordon, O; Herrera, F; Magdalena, L; Villar, P
    Source: INFORMATION SCIENCES 136 1-4 85 107 8th International Conference on Information Proces JUL 03-07, 2000 MADRID, MADRID 2001
  • Generating the knowledge base of a fuzzy rule-based system by the genetic learning of the data base
    Author-s: Cordon, O; Herrera, F; Villar, P
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 9 4 667 674 2001
  • Analysis and guidelines to obtain a good uniform fuzzy partition granularity for fuzzy rule-based systems using simulated annealing
    Author-s: Cordon, O; Herrera, F; Villar, P
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 25 3 187 215 2000
  • A Linguistic Multi-Criteria Decision Making Model Applied to the Integration of Education Questionnaires
    Author-s: Carrasco, Ramon A.; Villar, Pedro; Hornos, Miguel J.; Herrera-Viedma, Enrique
    Source: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 4 5 946 959 2011
  • Optimization of fuzzy partitions for inductive reasoning using genetic algorithms
    Author-s: Acostay, J.; Nebot, A.; Villar, P.; Fuertes, J. M.
    Source: INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 38 12 991 1011 2007
  • Learning fuzzy partitions in FIR methodology
    Author-s: Acosta, Jesus; Nebot, Angela; Villar, Pedro; Fuertes, Josep M.
    Source: INTERNATIONAL JOURNAL OF GENERAL SYSTEMS 36 6 703 731 2007

Conferences in ISI CPCI-Science

  • A Decision Making model to evaluate the reputation in Social Networks using HFLTS
    Author-s: Montes, Rosana; Sanchez, Ana M.; Villar, Pedro; Herrera, Francisco
    Source: 2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) 0 0 IEEE International Conference on Fuzzy Systems (FU JUL 09-12, 2017 Naples, ITALY 2017
  • A first approach to a fuzzy classification system for age estimation based on the pubic bone
    Author-s: Villar, Pedro; Aleman, Inmaculada; Castillo, Laura; Damas, Sergio; Cordon, Oscar
    Source: 2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) 0 0 IEEE International Conference on Fuzzy Systems (FU JUL 09-12, 2017 Naples, ITALY 2017
  • Studying the Behavior of a Multiobjective Genetic Algorithm to design Fuzzy Rule-Based Classification Systems for Imbalanced Data-Sets
    Author-s: Villar, Pedro; Fernandez, Alberto; Herrera, Francisco
    Source: IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011) 1239 1246 IEEE International Conference on Fuzzy Systems (FU JUN 27-30, 2011 Taipei, Taipei 2011
  • A Genetic Algorithm for Feature Selection and Granularity Learning in Fuzzy Rule-Based Classification Systems for Highly Imbalanced Data-Sets
    Author-s: Villar, Pedro; Fernandez, Alberto; Herrera, Francisco
    Source: INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS: THEORY AND METHODS, 80 741 750 13th International Conference on Information Proce JUN 28-JUL 02, 2010 Dortmund, Dortmund 2010
  • A prediction system for cardiovascularity diseases using genetic fuzzy rule-based systems
    Author-s: Cordon, O; Herrera, F; de la Montana, J; Sanchez, AM; Villar, P
    Source: ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS 2527 381 391 8th Ibero-American Conference on Artifical Intelli NOV 12-15, 2002 SEVILLE, SEVILLE 2002
  • Multiple crossover per couple with selection of the two best offspring: An experimental study with the BLX-alpha crossover operator for real-coded genetic algorithms
    Author-s: Herrera, F; Lozano, M; Perez, E; Sanchez, AM; Villar, P
    Source: ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS 2527 392 401 8th Ibero-American Conference on Artifical Intelli NOV 12-15, 2002 SEVILLE, SEVILLE 2002

Book chapters in ISI

  • A Genetic Learning of the Fuzzy Rule-Based Classification System Granularity for highly Imbalanced Data-Sets
    Author-s: Villar, Pedro; Fernandez, Alberto; Herrera, Francisco
    Source: 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 1689 1694 18th IEEE International Conference on Fuzzy System AUG 20-24, 2009 Jeju Isl, Jeju Isl 2009
  • ESTIMATING THE MAINTENANCE COST IN ELECTRIC NETWORKS USING AN HYBRID SOFT COMPUTING METHODOLOGY
    Author-s: Acosta, Jesus; Nebot, Angela; Villar, Pedro; Fuertes, Josep M.
    Source: INTERNATIONAL MEDITERRANEAN MODELLING MULTICONFERENCE 2006 349 358 3rd International Mediterranean Modelling Multicon OCT 04-06, 2006 Barcelona, Barcelona 2006
  • Dealing with electrical distribution problems using the fuzzy inductive reasoning methodology
    Author-s: Nebot, A; Acosta, J; Villar, P
    Source: Proceedings of the Ninth IASTED International Conference on Artificial Intelligence and Soft Computi 268 274 9th IASTED International Conference on Artificial SEP 12-14, 2005 Benidorm, Benidorm 2005
  • A multiobjective genetic algorithm for feature selection and data base learning in fuzzy-rule based classification systems
    Author-s: Cordon, O; Herrera, F; del Jesus, MJ; Magdalena, L; Sanchez, AM; Villar, P
    Source: INTELLIGENT SYSTEMS FOR INFORMATION PROCESSING: FROM REPRESENTATION TO APPLICATIONS 315 326 9th International Conference on Information Proces JUL 01-05, 2002 ANNECY, ANNECY 2003
  • A multiobjective genetic algorithm for feature selection and granularity learning in fuzzy-rule based classification systems
    Author-s: Cordon, O; Herrera, F; del Jesus, MJ; Villar, P
    Source: JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5 1253 1258 9th International-Fuzzy-Systems-Association World JUL 25-28, 2001 VANCOUVER, VANCOUVER 2001
© Universidad de Granada

Calle Periodista Rafael Gómez Montero, número 2 · E-18071 GRANADA (Spain) · +34-958241720

Diseño Web Granada

Oficina Web UGR