Antonio González Muñoz

Administrative data

Full member researcher

  • Position in UGR: Professor
    Department where s/he teaches: Ciencias de la Computación e Inteligencia Artificial
    Research group: TIC-175

Contributions and research experience

Publications in ISI SCI

  • Ordinal classification based on the sequential covering strategy
    Author-s: Carlos Gamez, Juan; Garcia, David; Gonzalez, Antonio; Perez, Raul
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 76 96 110 2016
  • A FILTER PROPOSAL FOR INCLUDING FEATURE CONSTRUCTION IN A GENETIC LEARNING ALGORITHM
    Author-s: Garcia, David; Gonzalez, Antonio; Perez, Raul
    Source: INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 20 31 49 2012
  • An Efficient Inductive Genetic Learning Algorithm for Fuzzy Relational Rules
    Author-s: Gonzalez, Antonio; Perez, Raul; Caises, Yoel; Leyva, Enrique
    Source: INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 5 2 212 230 2012
  • Handling fuzzy temporal constraints in a planning environment
    Author-s: De la Asuncion, Marc; Castillo, Luis; Fernandez-Olivares, Juan; Garcia-Perez, Oscar; Gonzalez, Antonio; Palao, Francisco
    Source: ANNALS OF OPERATIONS RESEARCH 155 1 391 415 2007
  • 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
  • Integrating fuzzy topological maps and fuzzy geometric maps for behavior-based robots
    Author-s: Aguirre, E; Gonzalez, A
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 17 3 333 368 2002
  • An experimental study about the search mechanism in the SLAVE learning algorithm: Hill-climbing methods versus genetic algorithms
    Author-s: Gonzalez, A; Perez, R
    Source: INFORMATION SCIENCES 136 1-4 159 174 8th International Conference on Information Proces JUL 03-07, 2000 MADRID, MADRID 2001
  • Selection of relevant features in a fuzzy genetic learning algorithm
    Author-s: Gonzalez, A; Perez, R
    Source: IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 31 3 417 425 2001
  • Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm
    Author-s: Castillo, L; Gonzalez, A; Perez, R
    Source: FUZZY SETS AND SYSTEMS 120 2 309 321 2001
  • A three-level knowledge-based system for the generation of live and safe Petri nets for manufacturing systems
    Author-s: Castillo, L; Fdez-Olivares, J; Gonzalez, A
    Source: JOURNAL OF INTELLIGENT MANUFACTURING 11 6 559 572 2000
  • Fuzzy behaviors for mobile robot navigation: design, coordination and fusion
    Author-s: Aguirre, E; Gonzalez, A
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 25 3 255 289 2000
  • Intelligent planning of Grafcet charts
    Author-s: Castillo, L; Fdez-Olivares, J; Gonzalez, A
    Source: ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING 16 4 225 239 2000
  • Automatic generation of control sequences for manufacturing systems based on partial order planning techniques
    Author-s: Castillo, L; Fdez-Olivares, J; Gonzalez, A
    Source: ARTIFICIAL INTELLIGENCE IN ENGINEERING 14 1 15 30 2000
  • Dealing with uncertainty and imprecision by means of fuzzy numbers
    Author-s: Gonzalez, A; Pons, O; Vila, MA
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 21 3 233 256 1999
  • A study about the inclusion of linguistic hedges in a fuzzy rule learning algorithm
    Author-s: Gonzalez, A; Perez, R
    Source: INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS 7 3 257 266 1999
  • SLAVE: A genetic learning system based on an iterative approach
    Author-s: Gonzalez, A; Perez, R
    Source: IEEE TRANSACTIONS ON FUZZY SYSTEMS 7 2 176 191 1999
  • Distribution network optimization: Finding the most economic solution by using genetic algorithms
    Author-s: Castillo, L; Gonzalez, A
    Source: EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 108 3 527 537 1998
  • A LEARNING METHODOLOGY IN UNCERTAIN AND IMPRECISE ENVIRONMENTS
    Author-s: GONZALEZ, A
    Source: INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 10 4 357 371 1995
  • A FREQUENCY MODEL IN A FUZZY ENVIRONMENT
    Author-s: DELGADO, M; GONZALEZ, A
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 11 2 159 174 1994
  • FURTHER CONTRIBUTIONS TO THE STUDY OF THE AVERAGE VALUE FOR RANKING FUZZY NUMBERS
    Author-s: CAMPOS, L; GONZALEZ, A
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 10 2 135 153 1994
  • A FUZZY INFERENCE MODEL-BASED ON AN UNCERTAINTY FORWARD PROPAGATION APPROACH
    Author-s: DECAMPOS, LM; GONZALEZ, A
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 9 2 139 164 1993
  • DOMINANCE RELATIONS ON FUZZY NUMBERS
    Author-s: GONZALEZ, A; VILA, MA
    Source: INFORMATION SCIENCES 64 1-2 1 16 1992
  • A DISCRETE METHOD FOR STUDYING INDIFFERENCE AND ORDER RELATIONS BETWEEN FUZZY NUMBERS
    Author-s: GONZALEZ, A; VILA, MA
    Source: INFORMATION SCIENCES 56 1-3 245 258 1991
  • A STUDY OF THE RANKING FUNCTION-APPROACH THROUGH MEAN-VALUES
    Author-s: GONZALEZ, A
    Source: FUZZY SETS AND SYSTEMS 35 1 29 41 1990
  • Combining instance selection methods based on data characterization: An approach to increase their effectiveness
    Author-s: Caises, Yoel; Gonzalez, Antonio; Leyva, Enrique; Perez, Raul
    Source: INFORMATION SCIENCES 181 20 4780 4798 2011
  • A multiple object tracking approach that combines colour and depth information using a confidence measure
    Author-s: Munoz-Salinas, Rafael; Aguirre, Eugenio; Garcia-Silvente, Miguel; Gonzalez, Antonio
    Source: PATTERN RECOGNITION LETTERS 29 10 1504 1514 2008
  • ON THE USE OF THE RANKING FUNCTION-APPROACH TO SOLVE FUZZY MATRIX GAMES IN A DIRECT WAY
    Author-s: CAMPOS, L; GONZALEZ, A; VILA, MA
    Source: FUZZY SETS AND SYSTEMS 49 2 193 203 1992
  • Completeness and consistency conditions for learning fuzzy rules
    Author-s: Gonzalez, A; Perez, R
    Source: FUZZY SETS AND SYSTEMS 96 1 37 51 1998
  • AN INDUCTIVE LEARNING PROCEDURE TO IDENTIFY FUZZY-SYSTEMS
    Author-s: DELGADO, M; GONZALEZ, A
    Source: FUZZY SETS AND SYSTEMS 55 2 121 132 1993
  • Fuzzy certainty on fuzzy values
    Author-s: Gonzalez, Antonio; Marin, Nicolas; Pons, Olga; Amparo Vila, M.
    Source: CONTROL AND CYBERNETICS 38 2 311 339 Special Session on the Application of Fuzzy Logic JUN 18-21, 2007 Cancun, Cancun 2009
  • SIADEX: An interactive knowledge-based planner for decision support in forest fire fighting
    Author-s: de la Asuncion, M; Castillo, L; Fdez-Olivares, J; Garcia-Perez, O; Gonzalez, A; Palao, F
    Source: AI COMMUNICATIONS 18 4 257 268 4th Workshop on Binding Environmental Sciences and AUG 22-23, 2004 Valencia, Valencia 2005
  • A fuzzy perceptual model for map building and navigation of mobile robots
    Author-s: Aguirre, E; Argudo, JF; Gonzalez, A; Perez, R
    Source: INTEGRATED COMPUTER-AIDED ENGINEERING 11 3 239 258 2004
  • Fuzzy perceptual model for ultrasound sensors applied to intelligent navigation of mobile robots
    Author-s: Aguirre, E; Gonzalez, A
    Source: APPLIED INTELLIGENCE 19 3 171 187 2003
  • Mixing expressiveness and efficiency in a manufacturing planner
    Author-s: Castillo, L; Fdez-Olivares, J; Gonzalez, A
    Source: JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE 13 2 141 162 2001
  • A fuzzy theory refinement algorithm
    Author-s: Gonzalez, A; Perez, R
    Source: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 19 3-4 193 220 1998
  • FUZZY MATRIX GAMES CONSIDERING THE CRITERIA OF THE PLAYERS
    Author-s: CAMPOS, L; GONZALEZ, A
    Source: KYBERNETES 20 1 17 28 1991
  • AN INTERVAL-BASED APPROACH FOR WORKING WITH FUZZY NUMBERS
    Author-s: GONZALEZ, A; VILA, MA
    Source: LECTURE NOTES IN COMPUTER SCIENCE 521 193 202 1991
  • LEARNING WITH CASTLE
    Author-s: ACID, S; DECAMPOS, LM; GONZALEZ, A; MOLINA, R; DELABLANCA, NP
    Source: LECTURE NOTES IN COMPUTER SCIENCE 548 99 106 1991

Conferences in ISI CPCI-Science

  • On the use of an incremental approach to learn fuzzy classification rules for big data problems
    Author-s: Carlos Gamez, Juan; Garcia, David; Gonzalez, Antonio; Perez, Raul
    Source: 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) 1413 1420 IEEE International Conference on Fuzzy Systems (FU JUL 24-29, 2016 Vancouver, CANADA 2016
  • Extensions of the DECO3R algorithm for generating compact and cooperating Fuzzy Rule-based Classification Systems
    Author-s: Tsakiridis, Nikolaos L.; Theocharis, John B.; Perez, Raul; Gonzalez, Antonio; Zalidis, George C.
    Source: 2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) 1429 1436 IEEE International Conference on Fuzzy Systems (FU JUL 24-29, 2016 Vancouver, CANADA 2016
  • A Two-Step Approach of Feature Construction for a Genetic Learning Algorithm
    Author-s: Garcia, David; Gonzalez, Antonio; Perez, Raul
    Source: IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011) 1255 1262 IEEE International Conference on Fuzzy Systems (FU JUN 27-30, 2011 Taipei, Taipei 2011
  • A Genetic Learning of Fuzzy Relational Rules
    Author-s: Caises, Yoel; Leyva, Enrique; Gonzalez, Antonio; Perez, Raul
    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
  • SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains
    Author-s: Caises, Yoel; Gonzalez, Antonio; Leyva, Enrique; Perez, Raul
    Source: INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, PROCEEDINGS 5788 17 24 10th International Conference on Intelligent Data SEP 23-26, 2009 Burgos, Burgos 2009
  • Qualification of fuzzy statements under fuzzy certainty
    Author-s: Gonzalez, A.; Marin, N.; Pons, O.; Vila, M. A.
    Source: Foundations of Fuzzy Logic and Soft Computing, Proceedings 4529 162 170 12th World Congress of the International-Fuzzy-Sys JUN 18-21, 2007 Cancun, Cancun 2007
  • Integration of fuzzy scheduling into a planning framework
    Author-s: Castillo, L; Fdez-Olivares, J; Gonzalez, A
    Source: Planning, Scheduling and Constraint Satisfaction: From Theory to Practice 117 69 78 2nd Starting Artificial Intelligence Researchers S AUG 23-24, 2004 Valencia, Valencia 2005
  • People detection and tracking through stereo vision for human-robot interaction
    Author-s: Munoz-Salinas, R; Aguirre, E; Garcia-Silvente, M; Gonzalez, A
    Source: MICAI 2005: ADVANCES IN ARTIFICIAL INTELLIGENCE 3789 337 346 4th Mexican International Conference on Artificial NOV 14-18, 2005 Monterrey, Monterrey 2005
  • A nonlinear planner for solving sequential control problems in manufacturing systems
    Author-s: Castillo, L; Gonzalez, A
    Source: PROGRESS IN ARTIFICIAL INTELLIGENCE-IBERAMIA 98 1484 409 420 6th Ibero-American Congress on Artificial Intellig OCT 05-09, 1998 LISBON, LISBON 1998
  • AN INTERVAL-BASED APPROACH FOR WORKING WITH FUZZY NUMBERS
    Author-s: GONZALEZ, A; VILA, MA
    Source: UNCERTAINTY IN KNOWLEDGE BASES 521 193 202 3RD INTERNATIONAL CONF ON INFORMATION PROCESSING A JUL 02-06, 1990 PARIS, PARIS 1991
  • LEARNING WITH CASTLE
    Author-s: ACID, S; DECAMPOS, LM; GONZALEZ, A; MOLINA, R; DELABLANCA, NP
    Source: SYMBOLIC AND QUANTITATIVE APPROACHES TO UNCERTAINTY 548 99 106 EUROPEAN CONF ON SYMBOLIC AND QUANTITATIVE APPROAC OCT 15-17, 1991 MARSEILLE, MARSEILLE 1991

Book chapters in ISI

  • A fuzzy safe follow wall behaviour fusing simpler fuzzy behaviours
    Author-s: Aguirre, E; Garcia-Alegre, M; Gonzalez, A
    Source: INTELLIGENT AUTONOMOUS VECHICLES 1998 (IAV!98) 87 92 3rd IFAC Symposium on Intelligent Autonomous Vehic MAR 25-27, 1998 MADRID, MADRID 1998
  • Using information measures for determining the relevance of the predictive variables in learning problems
    Author-s: Gonzalez, A; Perez, R
    Source: PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III 1423 1428 6th IEEE International Conference on Fuzzy Systems JUL 01-05, 1997 BARCELONA, BARCELONA 1997
  • STRUCTURAL LEARNING OF FUZZY RULES FROM NOISED EXAMPLES
    Author-s: GONZALEZ, A; PEREZ, R
    Source: PROCEEDINGS OF 1995 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I-IV 1323 1330 4th IEEE International Conference on Fuzzy Systems MAR 20-24, 1995 YOKOHAMA, YOKOHAMA 1995

National Projects

  • Desarrollo de una arquitectura de aprendizaje inductivo para dotar a un sistema inteligente de la capacidad de adaptar de forma autónoma su conocimiento a su entorno
    Principal Investigator: Antonio González Muñoz
    Reference: TIN2012-38969
    Start date: 2013-01-01
    End date: 2015-12-31
    Research Group: TIC-175
    Amount to UGR: 67275.00
    Funding Agency: Ministerio de Economía y Competitividad
    Program: Proyectos nacionales de investigación (MINECO)
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Regional Projects

  • Diseño y mejora de algoritmos de aprendizaje basados en soft computing y sus aplicación a la interacción robot-persona
    Principal Investigator: Antonio González Muñoz
    Reference: P09-TIC-4813
    Start date: 2010-03-02
    End date: 2014-02-02
    Research Group: TIC-175
    Amount to UGR: 183253.00
    Funding Agency: Consejería de Economía, Innovación y Ciencia, J.A.
    Program: Proyectos de Excelencia: Promoción general del conocimiento
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  • Técnicas de aprendizaje en problemas de alta dimensionalidad. Aplicación al modelado del interés de un usuario en interactuar con un sistema
    Principal Investigator: Antonio González Muñoz
    Reference: P06-TIC-1670
    Start date: 2007-11-04
    End date: 2010-07-31
    Research Group: TIC-175
    Amount to UGR: 28000.00
    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-2664
    Principal Investigator: Antonio González Muñoz
    Start date: 2008-12-19
    End date: 2011-12-18
    Research Group: TIC-175
    Company: BOEING BRTE

Doctoral Dissertations supervised

  • Uso de Técnicas de Aprendizaje para Clasificación Ordinal y Regresión
    Author: Juan Carlos Gámez Granados
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2017-11-16
    Supervision: Antonio González Muñoz, Francisco Gabriel Raúl Pérez Rodríguez
  • Extensiones del enfoque genético iterativo para el aprendizaje de reglas difusas
    Author: David García Muñoz
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2015-06-12
    Supervision: Antonio González Muñoz, Francisco Gabriel Raúl Pérez Rodríguez
    Special mention: internacional
  • Selección de ejemplos para clasificación: un enfoque basado en la caracterización de los datos de entrada
    Author: Enrique José Leyva Miranda
    Institution: Ciencias de la Computación e Inteligencia Artificial (UGR),
    Dissertation date: 2011-12-12
    Supervision: Antonio González Muñoz, Francisco Gabriel Raúl Pérez Rodríguez
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