Jesús Alcalá Fernández

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

  • Special Issue on Computational Intelligence Software
    Author-s: Alcala-Fdez, Jesus; Alonso, Jose M.; Cordon, Oscar
    Source: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE 11 2 13 14 2016
  • A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends, and Prospects
    Author-s: Alcala-Fdez, Jesus; Alonso, Jose M.
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 24 1 40 56 2016
  • A New Multiobjective Evolutionary Algorithm for Mining a Reduced Set of Interesting Positive and Negative Quantitative Association Rules
    Author-s: Martin, Diana; Rosete, Alejandro; Alcala-Fdez, Jesus; Herrera, Francisco
    Source: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 18 1 54 69 2014
  • Mining fuzzy association rules from low-quality data
    Author-s: Palacios, A. M.; Gacto, M. J.; Alcala-Fdez, J.
    Source: SOFT COMPUTING 16 5 883 901 2012
  • Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments
    Author-s: Chavez, F.; Fernandez, F.; Alcala, R.; Alcala-Fdez, J.; Olague, G.; Herrera, F.
    Source: APPLIED INTELLIGENCE 36 2 407 423 2012
  • A Fuzzy Association Rule-Based Classification Model for High-Dimensional Problems With Genetic Rule Selection and Lateral Tuning
    Author-s: Alcala-Fdez, Jesus; Alcala, Rafael; Herrera, Francisco
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 19 5 857 872 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
  • Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems (vol 31, pg 15, 2009)
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, Maria Jose; Herrera, Francisco
    Source: APPLIED INTELLIGENCE 31 3 254 254 2009
  • Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, Maria Jose; Herrera, Francisco
    Source: APPLIED INTELLIGENCE 31 1 15 30 2009
  • Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms
    Author-s: Alcala-Fdez, Jesus; Alcala, Rafael; Jose Gacto, Maria; Herrera, Francisco
    Source: FUZZY SETS AND SYSTEMS 160 7 905 921 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
  • KEEL: a software tool to assess evolutionary algorithms for data mining problems
    Author-s: Alcala-Fdez, J.; Sanchez, L.; Garcia, S.; del Jesus, M. J.; Ventura, S.; Garrell, J. M.; Otero, J.; Romero, C.; Bacardit, J.; Rivas, V. M.; Fernandez, J. C.; Herrera, F.
    Source: SOFT COMPUTING 13 3 307 318 2009
  • Fuzzy-genetic optimization of the parameters of a low cost system for the optical measurement of several dimensions of vehicles
    Author-s: Otero, J.; Sanchez, L.; Alcala-Fdez, J.
    Source: SOFT COMPUTING 12 8 751 764 2008
  • A consistency-based procedure to estimate missing pairwise preference values
    Author-s: Alonso, S.; Chiclana, F.; Herrera, F.; Herrera-Viedma, E.; Alcala-Fdez, J.; Porcel, C.
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 23 2 155 175 1st International Conference on Modeling Decisions AUG 02-04, 2004 Barcelona, Barcelona 2008
  • A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistic fuzzy rule-based systems
    Author-s: Alcala, R.; Gacto, M. J.; Herrera, F.; Alcala-Fdez, J.
    Source: INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 15 5 539 557 2007
  • 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
  • Increasing fuzzy rules cooperation based on evolutionary adaptive inference systems
    Author-s: Alcala-Fdez, Jesus; Herrera, Francisco; Marquez, Francisco; Peregrin, Antonio
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 22 9 1035 1064 3rd Conference for Fuzzy Logic and Technology SEP 10-12, 2003 Zittau, Zittau 2007
  • Genetic fuzzy systems: What!s next? An introduction to the special section
    Author-s: Cordon, Oscar; Alcala, Rafael; Alcala-Fdez, Jess; Rojas, Ignacio
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 15 4 533 535 2007
  • A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Herrera, Francisco
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 15 4 616 635 2007
  • Rule base reduction and genetic tuning of fuzzy systems based on the linguistic 3-tuples representation
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, Maria Jose; Herrera, Francisco
    Source: SOFT COMPUTING 11 5 401 419 27th Annual German Conference on Artificial Intell SEP 20-24, 2004 Ulm, Ulm 2007
  • Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Herrera, Francisco; Otero, Jose
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 44 1 45 64 1st International Workshop on Genetic Fuzzy System MAR 17-19, 2005 Granada, Granada 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
  • Financial time series forecasting with a bio-inspired fuzzy model
    Author-s: Aznarte, Jose Luis; Alcala-Fdez, Jesus; Arauzo-Azofra, Antonio; Manuel Benitez, Jose
    Source: EXPERT SYSTEMS WITH APPLICATIONS 39 16 12302 12309 2012
  • QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules
    Author-s: Martin, D.; Rosete, A.; Alcala-Fdez, J.; Herrera, F.
    Source: INFORMATION SCIENCES 258 1 28 2014
  • Special Issue on Software Tools for Soft Computing
    Author-s: Alcala-Fdez, Jesus; Alonso, Jose M.
    Source: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 6 1 2 2013
  • JFuzzyLogic: a Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming
    Author-s: Cingolani, Pablo; Alcala-Fdez, Jesus
    Source: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 6 61 75 2013
  • Soft Computing Techniques in Data Mining
    Author-s: Alcala-Fdez, Jesus; Herrera, Francisco
    Source: JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING 17 2-3 99 100 2011
  • KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
    Author-s: Alcala-Fdez, J.; Fernandez, A.; Luengo, J.; Derrac, J.; Garcia, S.; Sanchez, L.; Herrera, F.
    Source: JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING 17 2-3 255 287 10th International Conference on Intelligent Data SEP 23-26, 2009 Burgos, Burgos 2011
  • FUZZY AUTOREGRESSIVE RULES: TOWARDS LINGUISTIC TIME SERIES MODELING
    Author-s: Luis Aznarte, Jose; Alcala-Fdez, Jesus; Arauzo, Antonio; Manuel Benitez, Jose
    Source: ECONOMETRIC REVIEWS 30 6 646 668 2011
  • Analysis of the Effectiveness of the Genetic Algorithms based on Extraction of Association Rules
    Author-s: Alcala-Fdez, Jesus; Flugy-Pape, Nicolo; Bonarini, Andrea; Herrera, Francisco
    Source: FUNDAMENTA INFORMATICAE 98 1 1 14 2010

Conferences in ISI CPCI-Science

  • Interpretability analysis of fuzzy association rules supported by fingrams
    Author-s: Pancho, David P.; Alonso, Jose M.; Alcala-Fdez, Jesus; Magdalena, Luis
    Source: PROCEEDINGS OF THE 8TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-13 32 469 474 8th Conference of the European-Society-for-Fuzzy-L SEP 11-13, 2013 Univ Milano Bicocca, Univ Milano Bicocca, Univ Milano Bicocca 2013
  • A new fingram-based software tool for visual representation and analysis of fuzzy association rules
    Author-s: Pancho, David P.; Alonso, Jose M.; Alcala-Fdez, Jesus
    Source: 2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013) -1 -1 IEEE International Conference on Fuzzy Systems (FU JUL 07-10, 2013 Hyderabad, Hyderabad 2013
  • JFuzzyLogic: A Robust and Flexible Fuzzy-Logic Inference System Language Implementation
    Author-s: Cingolani, Pablo; Alcala-Fdez, Jesus
    Source: 2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) -1 -1 IEEE International Conference on Fuzzy Systems (FU JUN 10-15, 2012 Brisbane, Brisbane 2012
  • Evolutionary Learning of a Laser Pointer Detection Fuzzy System for an Environment Control System
    Author-s: Chavez, Francisco; Fernandez, Francisco; Alcala, Rafael; Alcala-Fdez, Jesus; Herrera, Francisco
    Source: IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011) 256 263 IEEE International Conference on Fuzzy Systems (FU JUN 27-30, 2011 Taipei, Taipei 2011
  • Genetic Tuning of a Laser Pointer Environment Control Device System for Handicapped People with Fuzzy Systems
    Author-s: Chavez, Francisco; Fernandez, Francisco; Alcala-Fdez, Jesus; Alcala, Rafael; Herrera, Francisco; Olague, Gustavo
    Source: 2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010) -1 -1 2010 IEEE World Congress on Computational Intellig JUL 18-23, 2010 Barcelona, Barcelona 2010
  • Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness
    Author-s: Pape, Nicolo Flugy; Alcala-Fdez, Jesus; Bonarini, Andrea; Herrera, Francisco
    Source: HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS 5572 646 653 4th International Workshop on Hybrid Artificial In JUN 10-12, 2009 Salamanca, Salamanca 2009
  • Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool
    Author-s: Fernandez, Alberto; Luengo, Julian; Derrac, Joaquin; Alcala-Fdez, Jesus; Herrera, Francisco
    Source: INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, PROCEEDINGS 5788 562 569 10th International Conference on Intelligent Data SEP 23-26, 2009 Burgos, Burgos 2009
  • On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter Tuning and Rule Selection
    Author-s: Alcala, R.; Alcala-Fdez, J.; Gacto, M. J.; Herrera, F.
    Source: MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS FOR KNOWLEDGE DISCOVERY FROM DATABASES 98 91 107 2008
  • A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, Maria Jose; Herrera, Francisco
    Source: 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4 1372 1377 IEEE International Conference on Fuzzy Systems JUL 23-26, 2007 London, London 2007
  • Genetic learning of membership functions for mining fuzzy association rules
    Author-s: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, M. J.; Herrera, Francisco
    Source: 2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4 1543 1548 IEEE International Conference on Fuzzy Systems JUL 23-26, 2007 London, London 2007
  • Improving fuzzy rule-based decision models by means of a genetic 2-tuples based tuning and the rule selection
    Author-s: Alcala, R; Alcala-Fdez, J; Berlanga, FJ; Gacto, MJ; Herrera, F
    Source: MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE 3885 317 328 3rd International Conference on Modeling Decisions APR 03-05, 2006 Tarragona, Tarragona 2006
  • Genetic lateral and amplitude tuning with rule selection for fuzzy control of heating, ventilating and air conditioning systems
    Author-s: Alcala, R.; Alcala-Fdez, J.; Berlanga, F. J.; Gacto, M. J.; Herrera, F.
    Source: ADVANCES IN APPLIED ARTICIAL INTELLIGENCE, PROCEEDINGS 4031 452 461 19th International Conference on Industrial, Engin JUN 27-30, 2006 Annecy, Annecy 2006
  • Genetic learning of the knowledge base of a fuzzy system by using the linguistic 2-tuples representation
    Author-s: Alcala, R; Alcala-Fdez, J; Herrera, F; Otero, J
    Source: FUZZ-IEEE 2005: Proceedings of the IEEE International Conference on Fuzzy Systems 797 802 IEEE International Conference on Fuzzy Systems MAY 22-25, 2005 Reno, Reno 2005

Book chapters in ISI

  • KEEL: A data mining software tool integrating genetic fuzzy systems
    Author-s: Alcala-Fdez, Jesus; Garcia, Salvador; Berlanga, Francisco Jose; Fernandez, Alberto; Sanchez, Luciano; del Jesus, M. J.; Herrera, Francisco
    Source: 2008 3RD INTERNATIONAL WORKSHOP ON GENETIC AND EVOLVING FUZZY SYSTEMS 81 86 3rd International Workshop on Genetic and Evolving MAR 04-07, 2008 Witten Bommerhalz, Witten Bommerhalz 2008

Doctoral Dissertations supervised

  • Algoritmos Evolutivos para la extracción de reglas de asociación cuantitativas
    Author: Diana Martín Rodríguez
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2014-06-25
    Supervision: Jesús Alcalá Fernández, Francisco Herrera Triguero
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