Juan Luis Castro Peña

Administrative data

Full member researcher

  • Position in UGR: Professor
    Department where s/he teaches: Ciencias de la Computación e Inteligencia Artificial
    Research group: TIC-210

Contributions and research experience

Publications in ISI SCI

  • An expert fuzzy system to detect dangerous circumstances due to children in the traffic areas from the video content analysis
    Author-s: Ruiz-Lozano, M. D.; Medina, J.; Delgado, M.; Castro, J. L.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 39 10 9108 9117 2012
  • Lexicon-based Comments-oriented News Sentiment Analyzer system
    Author-s: Moreo, A.; Romero, M.; Castro, J. L.; Zurita, J. M.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 39 10 9166 9180 2012
  • Intelligent surveillance system with integration of heterogeneous information for intrusion detection
    Author-s: Castro, J. L.; Delgado, M.; Medina, J.; Ruiz-Lozano, M. D.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 38 9 11182 11192 2011
  • An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents (vol 38, pg 486, 2011)
    Author-s: Castro, J. L.; Delgado, M.; Medina, J.; Ruiz-Lozano, M. D.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 38 8 10718 10718 2011
  • Introducing attribute risk for retrieval in case-based reasoning
    Author-s: Castro, Juan L.; Navarro, Maria; Sanchez, Jose M.; Zurita, Jose M.
    Source: KNOWLEDGE-BASED SYSTEMS 24 2 257 268 2011
  • An expert fuzzy system for predicting object collisions. Its application for avoiding pedestrian accidents
    Author-s: Castro, J. L.; Delgado, M.; Medina, J.; Ruiz-Lozano, M. D.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 38 1 486 494 2011
  • A fuzzy expert system for business management
    Author-s: Arias-Aranda, D.; Castro, J. L.; Navarro, M.; Sanchez, J. M.; Zurita, J. M.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 37 12 7570 7580 2010
  • Controlling the emotional state of an embodied conversational agent with a dynamic probabilistic fuzzy rules based system
    Author-s: Eisman, Eduardo M.; Lopez, Victor; Luis Castro, Juan
    Source: EXPERT SYSTEMS WITH APPLICATIONS 36 6 9698 9708 2009
  • Local distance-based classification
    Author-s: Laguia, Manuel; Castro, Juan Luis
    Source: KNOWLEDGE-BASED SYSTEMS 21 7 692 703 2008
  • Consistency measures for feature selection
    Author-s: Arauzo-Azofra, Antonio; Manuel Benitez, Jose; Luis Castro, Juan
    Source: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS 30 3 273 292 2008
  • Strategies to identify fuzzy rules directly from certainty degrees: A comparison and a proposal
    Author-s: Carmona, P; Castro, JL; Zurita, JM
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 12 5 631 640 2004
  • Fuzzy repertory table: A method for acquiring knowledge about input variables to machine learning algorithm
    Author-s: Castro-Schez, JJ; Castro, JL; Zurita, JM
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 12 1 123 139 2004
  • FRIwE: Fuzzy rule identification with exceptions
    Author-s: Carmona, P; Castro, JL; Zurita, JM
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 12 1 140 151 2004
  • Contradiction sensitive fuzzy model-based adaptive control
    Author-s: Carmona, P; Castro, JL; Zurita, JM
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 30 2 107 129 2002
  • Interpretation of artificial neural networks by means of fuzzy rules
    Author-s: Castro, JL; Mantas, CJ; Benitez, JM
    Source: IEEE TRANSACTIONS ON NEURAL NETWORKS 13 1 101 116 2002
  • Use of a fuzzy machine learning technique in the knowledge acquisition process
    Author-s: Castro, JL; Castro-Sanchez, JJ; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS 123 3 307 320 2001
  • A new approach for the execution and adjustment of a fuzzy algorithm
    Author-s: Castro, JL; Delgado, M; Mantas, CJ
    Source: FUZZY SETS AND SYSTEMS 121 3 491 503 2001
  • A fuzzy rule-based algorithm to train perceptrons
    Author-s: Castro, JL; Delgado, M; Mantas, CJ
    Source: FUZZY SETS AND SYSTEMS 118 2 359 367 2001
  • Neural networks with a continuous squashing function in the output are universal approximators
    Author-s: Castro, JL; Mantes, CJ; Benitez, JM
    Source: NEURAL NETWORKS 13 6 561 563 2000
  • SEPARATE: A machine learning method based on semi-global partitions
    Author-s: Castro, JL; Delgado, M; Mantas, CJ
    Source: IEEE TRANSACTIONS ON NEURAL NETWORKS 11 3 710 720 2000
  • MORSE: A general model to represent structured knowledge
    Author-s: Castro, JL; Delgado, M; Mantas, CJ
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 15 1 27 43 2000
  • Fuzzy grammar for handling fuzzy algorithms
    Author-s: Castro, JL; Delgado, M; Mantas, CJ
    Source: INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 7 3 277 286 1999
  • Learning maximal structure rules in fuzzy logic for knowledge acquisition in expert systems
    Author-s: Castro, JL; Castro-Schez, JJ; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS 101 3 331 342 1999
  • A heuristic in rules based systems for searching of inconsistencies
    Author-s: Castro, JL; Zurita, JM
    Source: INFORMATION SCIENCES 108 1-4 135 148 1998
  • Non-monotonic fuzzy reasoning
    Author-s: Castro, JL; Trillas, E; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS 94 2 217 225 1998
  • Are artificial neural networks black boxes?
    Author-s: Benitez, JM; Castro, JL; Requena, I
    Source: IEEE TRANSACTIONS ON NEURAL NETWORKS 8 5 1156 1164 1997
  • A generic ATMS
    Author-s: Castro, JL; Zurita, JM
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 14 4 259 280 1996
  • A multivalued logic ATMS
    Author-s: Castro, JL; Zurita, JM
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 11 4 185 196 1996
  • Fuzzy systems with defuzzification are universal approximators
    Author-s: Castro, JL; Delgado, M
    Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 26 1 149 152 1996
  • CONJUNCTION AND DISJUNCTION ON ([0,1],LESS-THAN-OR-EQUAL-TO)
    Author-s: TRILLAS, E; CUBILLO, S; CASTRO, JL
    Source: FUZZY SETS AND SYSTEMS 72 2 155 165 1995
  • FUZZY-LOGIC CONTROLLERS ARE UNIVERSAL APPROXIMATORS
    Author-s: CASTRO, JL
    Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS 25 4 629 635 1995
  • INDUCING IMPLICATION RELATIONS
    Author-s: CASTRO, JL; DELGADO, M; TRILLAS, E
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 10 3 235 250 1994
  • KNOWLEDGE-BASED SYSTEMS AND FUZZY BOOLEAN PROGRAMMING
    Author-s: CASTRO, JL; HERRERA, F; VERDEGAY, JL
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 9 2 211 225 1994
  • Using Wikipedia concepts and frequency in language to extract key terms from support documents
    Author-s: Romero, M.; Moreo, A.; Castro, J. L.; Zurita, J. M.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 39 18 13480 13491 2012
  • FAQtory: A framework to provide high-quality FAQ retrieval systems
    Author-s: Moreo, A.; Romero, M.; Castro, J. L.; Zurita, J. M.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 39 14 11525 11534 2012
  • A framework for designing closed domain virtual assistants
    Author-s: Eisman, Eduardo M.; Lopez, Victor; Luis Castro, Juan
    Source: EXPERT SYSTEMS WITH APPLICATIONS 39 3 3135 3144 2012
  • Smooth transition autoregressive models and fuzzy rule-based systems: Functional equivalence and consequences
    Author-s: Aznarte M., Jose Luis; Manuel Benitez, Jose; Luis Castro, Juan
    Source: FUZZY SETS AND SYSTEMS 158 24 2734 2745 2007
  • Extraction of fuzzy rules from support vector machines
    Author-s: Castro, J. L.; Flores-Hidalgo, L. D.; Mantas, C. J.; Puche, J. M.
    Source: FUZZY SETS AND SYSTEMS 158 18 2057 2077 2007
  • Learning maximal structure fuzzy rules with exceptions
    Author-s: Carmona, P; Castro, JL; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS 146 1 63 77 Conference of the European-Society-for-Fuzzy-Logic SEP 05-07, 2001 Leicester, Leicester 2004
  • Commutativity as prior knowledge in fuzzy modeling
    Author-s: Carmona, P; Castro, JL; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS 152 3 565 585 2005
  • Loss and gain functions for CBR retrieval
    Author-s: Castro, J. L.; Navarro, M.; Sanchez, J. M.; Zurita, J. M.
    Source: INFORMATION SCIENCES 179 11 1738 1750 2009
  • A HEURISTIC IN RULES-BASED SYSTEMS
    Author-s: CASTRO, JL; ZURITA, JM
    Source: INFORMATION SCIENCES 74 1-2 97 110 1993
  • THE MANAGEMENT OF THE INCONSISTENCY IN EXPERT-SYSTEMS
    Author-s: CASTRO, JL; TRILLAS, E
    Source: FUZZY SETS AND SYSTEMS 58 1 51 57 1993
  • RESEARCH ON FUZZY EXPERT-SYSTEMS VALIDATION FROM THE UNIVERSITY-OF-GRANADA
    Author-s: CASTRO, JL
    Source: FUZZY SETS AND SYSTEMS 65 2-3 327 327 1994
  • An inductive learning algorithm in fuzzy systems
    Author-s: Castro, JL; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS 89 2 193 203 1997
  • FUZZY LOGICS AS FAMILIES OF BIVALUATED LOGICS
    Author-s: CASTRO, JL
    Source: FUZZY SETS AND SYSTEMS 64 3 321 332 1994

Conferences in ISI CPCI-Science

  • A CBR System for Knowing the Relationship between Flexibility and Operations Strategy
    Author-s: Arias-Aranda, Daniel; Castro, Juan L.; Navarro, Maria; Zurita, Jose M.
    Source: FOUNDATIONS OF INTELLIGENT SYSTEMS, PROCEEDINGS 5722 463 472 18th International Symposium on Methodologies for SEP 14-17, 2009 Univ Econ, Univ Econ, Univ Econ 2009
  • A Tool for Training Primary Health Care Medical Students: The Virtual Simulated Patient
    Author-s: Lopez, Victor; Eisman, Eduardo M.; Luis Castro, Juan
    Source: 20TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, VOL 2, PROCEEDINGS 194 201 20th IEEE International Conference on Tools with A NOV 03-05, 2008 Dayton, Dayton 2008
  • An ant colony optimization plug-in to enhance the interpretability of fuzzy rule bases with exceptions
    Author-s: Carmona, P.; Castro, J. L.
    Source: ANALYSIS AND DESIGN OF INTELLIGENT SYSTEMS USING SOFT COMPUTING TECHNIQUES 41 436 444 IFSA 2007 World Congress JUN 18-21, 2007 Cancun, Cancun 2007
  • Fuzzy pairwise multiclass support vector machines
    Author-s: Puche, J. M.; Benitez, J. M.; Castro, J. L.; Mantas, C. J.
    Source: MICAI 2006: Advances in Artificial Intelligence, Proceedings 4293 562 571 5th Mexican International Conference on Artificial NOV 13-17, 2006 Technol Inst Apizaco, Technol Inst Apizaco, Technol Inst Apizaco 2006
  • Commutativity as prior knowledge in fuzzy modeling
    Author-s: Carmona, P; Castro, JL; Zurita, JM
    Source: FUZZY SETS AND SYSTEMS - IFSA 2003, PROCEEDINGS 2715 620 627 10th International-Fuzzy-Systems-Association World JUN 30-JUL 02, 2003 ISTANBUL, ISTANBUL 2003
  • Combining both a fuzzy inductive learning and a fuzzy repertory grid method
    Author-s: Castro, JL; Castro-Schez, JJ; Zurita, JM
    Source: TECHNOLOGIES FOR CONSTRUCTING INTELLIGENT SYSTEMS 1: TASKS 89 267 280 8th International Conference on Information Proces JUL 03-07, 2000 MADRID, MADRID 2002

Book chapters in ISI

  • Simplifying case retrieval in case-based reasoning using ontologies
    Author-s: Castro, JL; Sanchez, JM; Zurita, JM
    Source: Proceedings of the Ninth IASTED International Conference on Artificial Intelligence and Soft Computi 222 226 9th IASTED International Conference on Artificial SEP 12-14, 2005 Benidorm, Benidorm 2005
  • C-FOCUS: A continuous extension of FOCUS
    Author-s: Arauzo, A; Benitez, JM; Castro, JL
    Source: ADVANCES IN SOFT COMPUTING: ENGINEERING DESIGN AND MANUFACTURING 225 232 7th Online World Conference on Soft Computing in I SEP 23-OCT 04, 2002 ELECTR NETWORK 2003
  • A neuro-fuzzy approach for feature selection
    Author-s: Benitez, JM; Castro, JL; Mantas, CJ; Rojas, F
    Source: JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5 1003 1008 9th International-Fuzzy-Systems-Association World JUL 25-28, 2001 VANCOUVER, VANCOUVER 2001
  • How many rules are necessary to get a !!good!! fuzzy controller for a control problem?
    Author-s: Castro, JL
    Source: PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III 749 754 6th IEEE International Conference on Fuzzy Systems JUL 01-05, 1997 BARCELONA, BARCELONA 1997

National Projects

  • SISTEMAS INTELIGENTES PARA EL DESARROLLO DE PACIENTES VIRTUALES SOFTWARE.
    Principal Investigator: Juan Luis Castro Peña
    Reference: TIN2007-67984-C02-01
    Start date: 2007-01-10
    End date: 2010-12-31
    Research Group: TIC-210
    Amount to UGR: 54450.00
    Funding Agency: Ministerio de Educación y Ciencia
    Program: Proyectos nacionales de investigación (MEC)
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  • MAQUINAS DE VECTORES SOPORTE Y SOFT COMPUTING
    Principal Investigator: Juan Luis Castro Peña
    Reference: TIN2006-03122
    Start date: 2006-01-10
    End date: 2007-09-30
    Research Group: TIC-210
    Amount to UGR: 10890.00
    Funding Agency: Ministerio de Educación y Ciencia
    Program: Proyectos nacionales de investigación (MEC)
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Regional Projects

  • INTER-FAQ: Un sistema de Información basado en recuperación inteligente de preguntas y respuestas frecuentes. Aplicación a un Sistema de Información Interna para la Fundación Red Andalucía
    Principal Investigator: Juan Luis Castro Peña
    Reference: P09-TIC-5011
    Start date: 2010-03-02
    End date: 2014-02-02
    Research Group: TIC-210
    Amount to UGR: 170882.00
    Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
    Program: Proyectos de Excelencia: Promoción general del conocimiento
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  • Paciente virtual para formación y teleformación en medicina
    Principal Investigator: Juan Luis Castro Peña
    Reference: P06-TIC-1424
    Start date: 2007-11-04
    End date: 2010-03-31
    Research Group: TIC-210
    Amount to UGR: 112536.00
    Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
    Program: Proyectos de Excelencia: Promoción general del conocimiento
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Research Contracts through OTRI

  • OTRI-2903
    Principal Investigator: Juan Luis Castro Peña
    Start date: 2010-01-01
    End date: 2010-12-31
    Research Group: TIC-210
    Company: Virtual Solutions
  • OTRI-2905
    Principal Investigator: Juan Luis Castro Peña
    Start date: 2010-01-01
    End date: 2011-05-09
    Research Group: TIC-210
    Company: Virtual Solutions

Doctoral Dissertations supervised

  • Emotions, conversational systems and heterogeneous data sources
    Author: Eduardo Manuel Eisman Cabeza
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-12-18
    Supervision: Juan Luis Castro Peña
    Special mention: internacional
  • Application of Computational Intelligence Techniques in the Development of Intelligent Systems for Supporting Learning
    Author: Manuel Jesús Romero Cantal
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2014-11-04
    Supervision: Juan Luis Castro Peña
    Special mention: internacional
  • Closed-Domain Natural Language Approaches: Methods & Applications
    Author: Alejandro Moreo Fernández
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2013-09-27
    Supervision: Juan Luis Castro Peña, José Manuel Zurita López
    Special mention: internacional
  • NULL
    Author: María Isabel Navarro Jiménez
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2011-12-05
    Supervision: Juan Luis Castro Peña, José Manuel Zurita López
  • Un Modelo para el Desarrollo de Sistemas de detección de Situaciones de Riesgo Capaces de Integrar Información de Fuentes Heterogéneas
    Author: María Dolores Ruiz Lozano
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2010-12-17
    Supervision: Juan Luis Castro Peña, Miguel Delgado Calvo-Flores
  • Aplicaciones del Soft Computing al Análisis de Ficheros Log de Sitios Web
    Author: Ricardo Alberto Valenzuela Gaete
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2006-11-24
    Supervision: Juan Luis Castro Peña
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