Antonio González Muñoz

Publication Activity (10 Years)

Years Active: 1990-2022
Publications (10 Years): 9

Top Topics

Learning Algorithm

Instance Selection

Top Venues

Int. J. Approx. Reason.

J. Comput. Syst. Sci.

Publications

Juan Carlos Gámez-Granados, Javier Irurita, Raúl Pérez, Antonio González Muñoz, Sergio Damas, Inmaculada Alemán, Oscar Cordón
Automating the decision making process of Todd's age estimation method from the pubic symphysis with explainable machine learning. Inf. Sci. 612 (2022)
Juan Carlos Gámez-Granados, José Manuel Soto-Hidalgo, Giovanni Acampora, Antonio González Muñoz, Raúl Pérez
A software implementation of the fuzzy rule learning algorithm NSLVOrd for ordinal classification into KEEL. FUZZ-IEEE (2019)
Rocío Romero-Záliz, Antonio González Muñoz, Raúl Pérez
Incremental fuzzy learning algorithms in big data problems: A study on the size of learning subsets. FUZZ-IEEE (2017)
Juan Carlos Gámez, David García, Antonio González Muñoz, Raúl Pérez
Ordinal classification based on the sequential covering strategy. Int. J. Approx. Reason. 76 (2016)
David García, Dimitris G. Stavrakoudis, Antonio González Muñoz, Raúl Pérez, John B. Theocharis
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery. IFSA-EUSFLAT (2015)
David García, Juan Carlos Gámez, Antonio González Muñoz, Raúl Pérez
An interpretability improvement for fuzzy rule bases obtained by the iterative rule learning approach. Int. J. Approx. Reason. 67 (2015)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective. Pattern Recognit. 48 (4) (2015)
David García, Juan Carlos Gámez, Antonio González Muñoz, Raúl Pérez
Using a sequential covering strategy for discovering fuzzy rules incrementally. FUZZ-IEEE (2015)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
A Set of Complexity Measures Designed for Applying Meta-Learning to Instance Selection. IEEE Trans. Knowl. Data Eng. 27 (2) (2015)
Enrique Leyva, Yoel Caises, Antonio González Muñoz, Raúl Pérez
On the use of meta-learning for instance selection: An architecture and an experimental study. Inf. Sci. 266 (2014)
David García, Antonio González Muñoz, Raúl Pérez
A feature construction approach for genetic iterative rule learning algorithm. J. Comput. Syst. Sci. 80 (1) (2014)
David García, Antonio González Muñoz, Raúl Pérez
Overview of the SLAVE learning algorithm: A review of its evolution and prospects. Int. J. Comput. Intell. Syst. 7 (6) (2014)
David García, Antonio González Muñoz, Raúl Pérez
An empirical study about the behavior of a genetic learning algorithm on searching spaces pruned by a completeness condition. GEFS (2013)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
A Genetic Tuned Fuzzy Classifier Based on Prototypes. EUSFLAT Conf. (2013)
David García, Antonio González Muñoz, Raúl Pérez
A new iterative model to simplify the knowledge extracted on a fuzzy rule-based learning algorithm. FUZZ-IEEE (2013)
Enrique Leyva, Antonio González Muñoz, Raúl Pérez
Knowledge-based instance selection: A compromise between efficiency and versatility. Knowl. Based Syst. 47 (2013)
Antonio González Muñoz, Raúl Pérez, Yoel Caises, Enrique Leyva
An Efficient Inductive Genetic Learning Algorithm for Fuzzy Relational Rules. Int. J. Comput. Intell. Syst. 5 (2) (2012)
Yoel Caises, Antonio González Muñoz, Enrique Leyva, Raúl Pérez
Combining instance selection methods based on data characterization: An approach to increase their effectiveness. Inf. Sci. 181 (20) (2011)
David García, Antonio González Muñoz, Raúl Pérez
A two-step approach of feature construction for a genetic learning algorithm. FUZZ-IEEE (2011)
David García, Antonio González Muñoz, Raúl Pérez
An iterative strategy for feature construction on a fuzzy rule-based learning algorithm. ISDA (2011)
Yoel Caises, Enrique Leyva, Antonio González Muñoz, Raúl Pérez
An extension of the Genetic Iterative Approach for learning rule subsets. GEFS (2010)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz, Gonzalo Milla, David Prior, Lluvia Morales, José Figueroa, Víctor Pérez-Villar
A Knowledge Engineering Methodology for Rapid Prototyping of Planning Applications. FLAIRS Conference (2010)
Yoel Caises, Enrique Leyva, Antonio González Muñoz, Raúl Pérez
A genetic learning of fuzzy relational rules. FUZZ-IEEE (2010)
Yoel Caises, Antonio González Muñoz, Enrique Leyva, Raúl Pérez
SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains. IDEAL (2009)
Rafael Muñoz-Salinas, Eugenio Aguirre, Miguel García-Silvente, Antonio González Muñoz
A multiple object tracking approach that combines colour and depth information using a confidence measure. Pattern Recognit. Lett. 29 (10) (2008)
Antonio González Muñoz, Nicolás Marín, Olga Pons, María Amparo Vila Miranda
Qualification of Fuzzy Statements Under Fuzzy Certainty. IFSA (1) (2007)
Marc de la Asunción, Luis A. Castillo, Juan Fernández-Olivares, Óscar García-Pérez, Antonio González Muñoz, Francisco Palao
Handling fuzzy temporal constraints in a planning environment. Ann. Oper. Res. 155 (1) (2007)
Rafael Muñoz-Salinas, Eugenio Aguirre, Miguel García-Silvente, Antonio González Muñoz
Un Sistema Visual Difuso para la Detección de Interés en la Interacción Robot-Persona. Workshop de Agentes Físicos (2006)
Marc de la Asunción, Luis A. Castillo, Juan Fernández-Olivares, Óscar García-Pérez, Antonio González Muñoz, Francisco Palao
SIADEX: An interactive knowledge-based planner for decision support in forest fire fighting. AI Commun. 18 (4) (2005)
Rafael Muñoz-Salinas, Eugenio Aguirre, Miguel García-Silvente, Antonio González Muñoz
People Detection and Tracking Through Stereo Vision for Human-Robot Interaction. MICAI (2005)
Eugenio Aguirre, José F. Argudo, Antonio González Muñoz, Raúl Pérez
A fuzzy perceptual model for map building and navigation of mobile robots. Integr. Comput. Aided Eng. 11 (3) (2004)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz
Some Issues about the Representation and Exploitation of Imprecise Temporal Knowledge for an AI Planner. KES (2003)
Eugenio Aguirre, Antonio González Muñoz
A Fuzzy Perceptual Model for Ultrasound Sensors Applied to Intelligent Navigation of Mobile Robots. Appl. Intell. 19 (3) (2003)
Brian Carse, Anthony G. Pipe, Ingo Renners, Adolf Grauel, Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez, Oscar Cordón, Francisco Herrera, Fernando A. C. Gomide, Igor Walter, Antonio González Muñoz, Raúl Pérez
Current issues and future directions in evolutionary fuzzy systems research. EUSFLAT Conf. (2003)
Eugenio Aguirre, Antonio González Muñoz, Raúl Pérez
An inductive approach for learning fuzzy relation rules. EUSFLAT Conf. (2003)
Eugenio Aguirre, Antonio González Muñoz
Integrating fuzzy topological maps and fuzzy geometric maps for behavior-based robots. Int. J. Intell. Syst. 17 (3) (2002)
Olga Pons, Juan C. Cubero, Antonio González Muñoz, María Amparo Vila Miranda
Uncertain fuzzy values still in the framework of first-order logi. Int. J. Intell. Syst. 17 (9) (2002)
Antonio González Muñoz, Raúl Pérez
Selection of relevant features in a fuzzy genetic learning algorithm. IEEE Trans. Syst. Man Cybern. Part B 31 (3) (2001)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz
Mixing expressiveness and efficiency in a manufacturing planner. J. Exp. Theor. Artif. Intell. 13 (2) (2001)
Luis A. Castillo, Antonio González Muñoz, Raúl Pérez
Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm. Fuzzy Sets Syst. 120 (2) (2001)
Antonio González Muñoz, Raúl Pérez
An experimental study about the search mechanism in the SLAVE learning algorithm: Hill-climbing methods versus genetic algorithms. Inf. Sci. 136 (1-4) (2001)
Eugenio Aguirre, Antonio González Muñoz
Fuzzy behaviors for mobile robot navigation: design, coordination and fusion. Int. J. Approx. Reason. 25 (3) (2000)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz
A hybrid hierarchical operator-based planning approach for the design of control programs. PuK (2000)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz
A three-level knowledge-based system for the generation of live and safe Petri nets for manufacturing systems. J. Intell. Manuf. 11 (6) (2000)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz
Automatic generation of control sequences for manufacturing systems based on partial order planning techniques. Artif. Intell. Eng. 14 (1) (2000)
Antonio González Muñoz, Raúl Pérez
A Study About the Inclusion of Linguistic Hedges in a Fuzzy Rule Learning Algorithm. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 7 (3) (1999)
Antonio González Muñoz, Olga Pons, María Amparo Vila Miranda
Dealing with uncertainty and imprecision by means of fuzzy numbers. Int. J. Approx. Reason. 21 (3) (1999)
Luis A. Castillo, Juan Fernández-Olivares, Antonio González Muñoz
Un algoritmo de planificación no lineal para la generación automáticade programas industriales. Inteligencia Artif. 3 (7) (1999)
Antonio González Muñoz, Raúl Pérez
SLAVE: a genetic learning system based on an iterative approach. IEEE Trans. Fuzzy Syst. 7 (2) (1999)
Antonio González Muñoz, Raúl Pérez
A fuzzy theory refinement algorithm. Int. J. Approx. Reason. 19 (3-4) (1998)
Antonio González Muñoz, Raúl Pérez
Un algoritmo de aprendizaje de reglas basado en el método genético iterativo. Inteligencia Artif. 2 (5) (1998)
Luis A. Castillo, Antonio González Muñoz
A Nonlinear Planner for Solving Sequential Control Problems in Manufacturing Systems. IBERAMIA (1998)
Antonio González Muñoz
A learning methodology in uncertain and imprecise environments. Int. J. Intell. Syst. 10 (4) (1995)
Lourdes Campos, Antonio González Muñoz
Further contributions to the study of the average value for ranking fuzzy numbers. Int. J. Approx. Reason. 10 (2) (1994)
Antonio González Muñoz, María Amparo Vila Miranda
Dominance relations on fuzzy numbers. Inf. Sci. 64 (1-2) (1992)
Antonio González Muñoz, María Amparo Vila Miranda
A discrete method for studying indifference and order relations between fuzzy numbers. Inf. Sci. 56 (1-3) (1991)
Antonio González Muñoz, María Amparo Vila Miranda
An Interval-Based Approach for Working With Fuzzy Numbers. IPMU (1990)