Jorge Casillas Barranquero

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Jorge Casillas Barranquero

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Ciencias de la Computación e Inteligencia Artificial
    Research group: TIC-186

Contributions and research experience

Publications in ISI SCI

  • Adapt-Traf: An adaptive multiagent road traffic management system based on hybrid ant-hierarchical fuzzy model
    Author-s: Kammoun, Habib M.; Kallel, Ilhem; Casillas, Jorge; Abraham, Ajith; Alimi, Adel M.
    Source: TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES 42 147 167 2014
  • A soft-computing-based method for the automatic discovery of fuzzy rules in databases: Uses for academic research and management support in marketing
    Author-s: Orriols-Puig, Albert; Martinez-Lopez, Francisco J.; Casillas, Jorge; Lee, Nick
    Source: JOURNAL OF BUSINESS RESEARCH 66 9 1332 1337 2013
  • Artificial intelligence-based systems applied in industrial marketing: An historical overview, current and future insights
    Author-s: Martinez-Lopez, Francisco J.; Casillas, Jorge
    Source: INDUSTRIAL MARKETING MANAGEMENT 42 4 489 495 2013
  • Unsupervised KDD to creatively support managers! decision making. with fuzzy association rules: A distribution channel application
    Author-s: Orriols-Puig, Albert; Martinez-Lopez, Francisco J.; Casillas, Jorge; Lee, Nick
    Source: INDUSTRIAL MARKETING MANAGEMENT 42 4 532 543 2013
  • Multi-objective genetic learning of serial hierarchical fuzzy systems for large-scale problems
    Author-s: Benitez, Alicia D.; Casillas, Jorge
    Source: SOFT COMPUTING 17 1 165 194 2013
  • Fuzzy knowledge representation study for incremental learning in data streams and classification problems
    Author-s: Orriols-Puig, Albert; Casillas, Jorge
    Source: SOFT COMPUTING 15 12 2389 2414 2011
  • A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems
    Author-s: Mucientes, M.; Alcala-Fdez, J.; Alcala, R.; Casillas, J.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 37 2 1471 1493 2010
  • Marketing Intelligent Systems for consumer behaviour modelling by a descriptive induction approach based on Genetic Fuzzy Systems
    Author-s: Martinez-Lopez, Francisco J.; Casillas, Jorge
    Source: INDUSTRIAL MARKETING MANAGEMENT 38 7 714 731 2009
  • Genetic learning of fuzzy rules based on low quality data
    Author-s: Sanchez, Luciano; Couso, Ines; Casillas, Jorge
    Source: FUZZY SETS AND SYSTEMS 160 17 2524 2552 2009
  • Fuzzy-UCS: A Michigan-Style Learning Fuzzy-Classifier System for Supervised Learning
    Author-s: Orriols-Puig, Albert; Casillas, Jorge; Bernado-Mansilla, Ester
    Source: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 13 2 260 283 2009
  • Special issue on "Genetic Fuzzy Systems: Recent Developments and Future Directions"
    Author-s: Casillas, Jorge; Carse, Brian
    Source: SOFT COMPUTING 13 5 417 418 2009
  • Learning consistent, complete and compact sets of fuzzy rules in conjunctive normal form for regression problems
    Author-s: Casillas, Jorge; Martinez, Pedro; Benitez, Alicia D.
    Source: SOFT COMPUTING 13 5 451 465 2009
  • Mining uncertain data with multiobjective genetic fuzzy systems to be applied in consumer behaviour modelling
    Author-s: Casillas, Jorge; Martinez-Lopez, Francisco J.
    Source: EXPERT SYSTEMS WITH APPLICATIONS 36 2 1645 1659 2009
  • Learning Weighted Linguistic Rules to Control an Autonomous Robot
    Author-s: Mucientes, M.; Alcala, R.; Alcala-Fdez, J.; Casillas, J.
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 24 3 226 251 2009
  • Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems
    Author-s: Alcala, R.; Alcala-Fdez, J.; Casillas, J.; Cordon, O.; Herrera, F.
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 22 9 909 941 3rd Conference for Fuzzy Logic and Technology SEP 10-12, 2003 Zittau, Zittau 2007
  • Fuzzy-XCS: A Michigan genetic fuzzy system
    Author-s: Casillas, Jorge; Carse, Brian; Bull, Larry
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 15 4 536 550 2007
  • Quick design of fuzzy controllers with good interpretability in mobile robotics
    Author-s: Mucientes, Manuel; Casillas, Jorge
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 15 4 636 651 2007
  • 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
  • Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling
    Author-s: Alcala, R; Alcala-Fdez, J; Casillas, J; Cordon, O; Herrera, F
    Source: SOFT COMPUTING 10 9 717 734 2006
  • Learning cooperative linguistic fuzzy rules using the best-worst ant system algorithm
    Author-s: Casillas, J; Cordon, O; de Viana, IF; Herrera, F
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 20 4 433 452 2005
  • A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems
    Author-s: Alcala, R; Casillas, J; Cordon, O; Gonzalez, A; Herrera, F
    Source: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 18 3 279 296 2005
  • Genetic tuning of fuzzy rule deep structures preserving interpretability and its interaction with fuzzy rule set reduction
    Author-s: Casillas, J; Cordon, O; del Jesus, MJ; Herrera, F
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 13 1 13 29 2005
  • COR: A methodology to improve ad hoc data-driven linguistic rule learning methods by inducing cooperation among rules
    Author-s: Casillas, J; Cordon, O; Herrera, F
    Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 32 4 526 537 2002
  • Some relationships between fuzzy and random set-based classifiers and models
    Author-s: Sanchez, L; Casillas, J; Cordon, O; del Jesus, MJ
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 29 2 175 213 2002
  • Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems
    Author-s: Casillas, J; Cordon, O; Del Jesus, MJ; Herrera, F
    Source: INFORMATION SCIENCES 136 1-4 135 157 8th International Conference on Information Proces JUL 03-07, 2000 MADRID, MADRID 2001
  • Fuzzy control of HVAC systems optimized by genetic algorithms
    Author-s: Alcala, R; Benitez, JM; Casillas, J; Cordon, O; Perez, R
    Source: APPLIED INTELLIGENCE 18 2 155 177 2003
  • Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning
    Author-s: Alcala, R; Casillas, J; Cordon, O; Herrera, F
    Source: INTEGRATED COMPUTER-AIDED ENGINEERING 10 4 343 355 2003
  • Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems
    Author-s: Alcala, R; Casillas, J; Cordon, O; Herrera, F
    Source: JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 11 3-4 99 119 2001

Conferences in ISI CPCI-Science

  • Applying Multi-objective Optimization for Variable Selection to Analyze User Trust in Electronic Banking
    Author-s: Liebana-Cabanillas, F.; Nogueras, R.; Munoz-Leiva, F.; Rojas, I.; Guillen, A.
    Source: MANAGEMENT INTELLIGENT SYSTEMS 171 143 152 1st International Symposium on Management Intellig JUL 11-13, 2012 Salamanca, Salamanca 2012
  • MarkiS: A Marketing Intelligent System Software Application for Causal Modeling
    Author-s: Marin, Francisco J.; Casillas, Jorge; Martinez-Lopez, Francisco J.
    Source: MANAGEMENT INTELLIGENT SYSTEMS 171 165 174 1st International Symposium on Management Intellig JUL 11-13, 2012 Salamanca, Salamanca 2012
  • Approximating the Pareto-front of Continuous Bi-objective Problems: Application to a Competitive Facility Location Problem
    Author-s: Redondo, J. L.; Fernandez, J.; Alvarez, J. D.; Arrondoa, A. G.; Ortigosa, P. M.
    Source: MANAGEMENT INTELLIGENT SYSTEMS 171 207 216 1st International Symposium on Management Intellig JUL 11-13, 2012 Salamanca, Salamanca 2012
  • Learning Intelligent Controllers for Path-Following Skills on Snake-Like Robots
    Author-s: Javier Marin, Francisco; Casillas, Jorge; Mucientes, Manuel; Transeth, Aksel Andreas; Fjerdingen, Sigurd Aksnes; Schjolberg, Ingrid
    Source: INTELLIGENT ROBOTICS AND APPLICATIONS, PT II 7102 525 535 4th International Conference on Intelligent Roboti DEC 06-08, 2011 Aachen, Aachen 2011
  • Automatic Discovery of Potential Causal Structures in Marketing Databases Based on Fuzzy Association Rules
    Author-s: Orriols-Puig, Albert; Casillas, Jorge; Martinez-Lopez, Francisco J.
    Source: MARKETING INTELLIGENT SYSTEMS USING SOFT COMPUTING: MANAGERIAL AND RESEARCH APPLICATIONS 258 181 206 2010
  • A Comparative Study of Several Genetic-Based Supervised Learning Systems
    Author-s: Orriols-Puig, Albert; Casillas, Jorge; Bernado-Mansilla, Ester
    Source: LEARNING CLASSIFIER SYSTEMS IN DATA MINING 125 205 230 2008
  • Consistent, complete and compact generation of DNF-type fuzzy rules by a Pittsburgh-style genetic algorithm
    Author-s: Casillas, Jorge; Martinez, Pedro
    Source: 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4 1750 1755 IEEE International Conference on Fuzzy Systems JUL 23-26, 2007 London, London 2007
  • Continuous optimization by evolving probability density functions with a two-island model
    Author-s: Benitez, Alicia D.; Casillas, Jorge
    Source: ADVANCES IN NATURAL COMPUTATION, PT 1 4221 796 805 2nd International Conference on Natural Computatio SEP 24-28, 2006 Xian, Xian 2006
  • Knowledge extraction from fuzzy data for estimating consumer behavior models
    Author-s: Casillas, Jorge; Sanchez, Luciano
    Source: 2006 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5 164 170 IEEE International Conference on Fuzzy Systems JUL 16-21, 2006 Vancouver, Vancouver 2006
  • Different approaches to induce cooperation in fuzzy linguistic models under the COR methodology
    Author-s: Casillas, J; Cordon, O; Herrera, F
    Source: TECHNOLOGIES FOR CONSTRUCTING INTELLIGENT SYSTEMS 1: TASKS 89 321 334 8th International Conference on Information Proces JUL 03-07, 2000 MADRID, MADRID 2002
  • Cooperative coevolution for learning fuzzy rule-based systems
    Author-s: Casillas, J; Cordon, O; Herrera, F; Merelo, JJ
    Source: ARTFICIAL EVOLUTION 2310 311 322 5th International Conference on Evolution Artifici OCT 29-31, 2001 LE CREUSOT, LE CREUSOT 2002
  • Improving simple linguistic fuzzy models by means of the weighted COR methodology
    Author-s: Alcala, R; Casillas, J; Cordon, O; Herrera, F
    Source: ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS 2527 294 302 8th Ibero-American Conference on Artifical Intelli NOV 12-15, 2002 SEVILLE, SEVILLE 2002

Book chapters in ISI

  • Efficient Multi-objective Genetic Tuning of Fuzzy Models for Large-Scale Regression Problems
    Author-s: Casillas, Jorge
    Source: 2009 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3 1712 1717 18th IEEE International Conference on Fuzzy System AUG 20-24, 2009 Jeju Isl, Jeju Isl 2009
  • Embedded Genetic Learning of Highly Interpretable Fuzzy Partitions
    Author-s: Casillas, Jorge
    Source: PROCEEDINGS OF THE JOINT 2009 INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND 2009 EUROPE 1631 1636 Joint International-Fuzzy-Systems-Association Worl JUL 20-24, 2009 Lisbon, Lisbon 2009
  • Genetic Learning of Serial Hierarchical Fuzzy Systems for Large-Scale Problems
    Author-s: Benitez, Alicia D.; Casillas, Jorge
    Source: PROCEEDINGS OF THE JOINT 2009 INTERNATIONAL FUZZY SYSTEMS ASSOCIATION WORLD CONGRESS AND 2009 EUROPE 1751 1756 Joint World Congress of International-Fuzzy-System JUL 20-24, 2009 Lisbon, Lisbon 2009
  • Toward evolving consistent, complete, and compact fuzzy rule sets for classification problems
    Author-s: Casillas, Jorge; Orriols-Puig, Albert; Bernado-Mansilla, Ester
    Source: 2008 3RD INTERNATIONAL WORKSHOP ON GENETIC AND EVOLVING FUZZY SYSTEMS 87 92 3rd International Workshop on Genetic and Evolving MAR 04-07, 2008 Witten Bommerhalz, Witten Bommerhalz 2008
  • Genetic tuning of fuzzy rule-based systems integrating linguistic hedges
    Author-s: Casillas, J; Cordon, O; Herrera, F; Del Jesus, MJ
    Source: JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5 1570 1574 9th International-Fuzzy-Systems-Association World JUL 25-28, 2001 VANCOUVER, VANCOUVER 2001

European Projects

  • Support Tool for Energy Efficiency Programmes in Medical Centres
    Principal Investigator: Jorge Casillas Barranquero
    Reference: MSCA-RISE-2014-645694
    Start date: 2014-12-01
    End date: 2018-12-01
    Research Group: TIC-186
    Amount to UGR: 108000.00
    Funding Agency: Comisión Europea - Investigación e Innovación
    Program: Horizonte2020
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Regional Projects

  • Mk-AprenDif: Aprendizaje de Sistemas Basados en Reglas Difusas para la Mejora de la Interpretabilidad y Manejo de Alta Dimensionalidad e Incertidumbre. Aplicación en Marketing
    Principal Investigator: Jorge Casillas Barranquero
    Reference: P07-TIC-03185
    Start date: 2008-01-02
    End date: 2012-01-31
    Research Group: TIC-186
    Amount to UGR: 60000.00
    Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
    Program: Proyectos de Excelencia: Promoción general del conocimiento
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Doctoral Dissertations supervised

  • Modelo para la estimación del esfuerzo de desarrollo en tareas de ingeniería de proyectos de software empleando aprendizaje automático
    Author: Héctor Rául Velarde Bedregal
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2017-02-21
    Supervision: Jorge Casillas Barranquero
  • Aprendizaje Evolutivo Multiobjetivo de Sistemas Difusos Jerárquicos y su Aplicación en Astrofísica
    Author: Alicia Desirée Benítez Yánez
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-10-26
    Supervision: Jorge Casillas Barranquero
  • Knowledge Discovery Methodology for Consumer Behaviour Modelling by Genetic Fuzzy Systems and its Application to Internet-based Electronic Markets
    Author: Francisco José Martínez López
    Institution: Comercialización e Investigación de Mercados (UGR),
    Dissertation date: 2005-06-27
    Supervision: Jorge Casillas Barranquero, Antonio Marín Rodríguez

Research visits

  • FACULTY OF COMPUTING, ENGINEERING AND MATHEMATICAL SCIENCE. UNIVERSITY OF THE WEST OF ENGLAND
    Visiting researcher: Casillas Barranquero, Jorge
    Research group: TIC-186
    Place: BRISTOL; REINO UNIDO
    Start date: 2004-02-15
    End date: 2004-06-20
    Visiting category: POSTD
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