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Coordinador en Inteligencia Computacional

Antonio González Muñoz

Coordinación de Áreas, Highly Cited Researcher

Universidad de Granada

Publicaciones

QChi: A Faster Classification Algorithm Based on Wang–Mendel Algorithm

IEEE Transactions on Fuzzy Systems

  • 2024
  • journal-article
Efficient inference models for classification problems with a high number of fuzzy rules

Applied Soft Computing

  • 2022
  • journal-article
A preliminary study to apply the Quine McCluskey algorithm for fuzzy rule base minimization

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

  • 2020
  • conference-paper
A software implementation of the fuzzy rule learning algorithm NSLVOrd for ordinal classification into KEEL

2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

  • 2019
  • conference-paper
An approximation to solve regression problems with a genetic fuzzy rule ordinal algorithm

Applied Soft Computing

  • 2019
  • journal-article
An Incremental Approach to Address Big Data Classification Problems Using Cognitive Models

Cognitive Computation

  • 2019
  • journal-article
Reasoning Methods in Fuzzy Rule-based Classification Systems for Big Data Problems

Proceedings of the 4th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,

  • 2019
  • conference-paper
Incremental fuzzy learning algorithms in big data problems: A study on the size of learning subsets

2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

  • 2017
  • conference-paper
Extensions of the DECO3R algorithm for generating compact and cooperating fuzzy rule-based classification systems

2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

  • 2016
  • conference-paper
On the use of an incremental approach to learn fuzzy classification rules for big data problems

2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

  • 2016
  • conference-paper
Ordinal classification based on the sequential covering strategy

International Journal of Approximate Reasoning

  • 2016
  • journal-article
A Fuzzy Rule-Based Feature Construction Approach Applied to Remotely Sensed Imagery

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society For Fuzzy Logic and Technology

  • 2015
  • book-chapter
A Set of Complexity Measures Designed for Applying Meta-Learning to Instance Selection

Ieee Transactions on Knowledge and Data Engineering

  • 2015
  • journal-article
An interpretability improvement for fuzzy rule bases obtained by the iterative rule learning approach

International Journal of Approximate Reasoning

  • 2015
  • journal-article
Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective

Pattern Recognition

  • 2015
  • journal-article
Using a sequential covering strategy for discovering fuzzy rules incrementally

IEEE International Conference on Fuzzy Systems

  • 2015
  • conference-paper
A feature construction approach for genetic iterative rule learning algorithm

Journal of Computer and System Sciences

  • 2014
  • journal-article
On the use of meta-learning for instance selection: An architecture and an experimental study

Information Sciences

  • 2014
  • journal-article
Overview of the SLAVE learning algorithm: A review of its evolution and prospects

International Journal of Computational Intelligence Systems

  • 2014
  • journal-article
A genetic tuned fuzzy classifier based on prototypes

8th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2013 - Advances in Intelligent Systems Research

  • 2013
  • conference-paper
A new iterative model to simplify the knowledge extracted on a fuzzy rule-based learning algorithm

IEEE International Conference on Fuzzy Systems

  • 2013
  • conference-paper
An empirical study about the behavior of a genetic learning algorithm on searching spaces pruned by a completeness condition

Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013

  • 2013
  • conference-paper
Knowledge-based instance selection: A compromise between efficiency and versatility

Knowledge-Based Systems

  • 2013
  • journal-article
A FILTER PROPOSAL FOR INCLUDING FEATURE CONSTRUCTION IN A GENETIC LEARNING ALGORITHM
  • 2012
  • journal-article
An Efficient Inductive Genetic Learning Algorithm for Fuzzy Relational Rules
  • 2012
  • journal-article
A two-step approach of feature construction for a genetic learning algorithm

IEEE International Conference on Fuzzy Systems

  • 2011
  • conference-paper
An iterative strategy for feature construction on a fuzzy rule-based learning algorithm

2011 11th International Conference on Intelligent Systems Design and Applications

  • 2011
  • conference-paper
Combining instance selection methods based on data characterization: An approach to increase their effectiveness
  • 2011
  • journal-article
A genetic learning of fuzzy relational rules

2010 IEEE World Congress on Computational Intelligence, WCCI 2010

  • 2010
  • conference-paper
A knowledge engineering methodology for rapid prototyping of planning applications

Proceedings of the 23rd International Florida Artificial Intelligence Research Society Conference, FLAIRS-23

  • 2010
  • conference-paper
An extension of the genetic iterative approach for learning rule subsets

2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2010

  • 2010
  • conference-paper
Fuzzy certainty on fuzzy values

Control and Cybernetics

  • 2009
  • journal-article
Improving the genetic algorithm of SLAVE.

Mathware and Soft Computing

  • 2009
  • journal-article
A multiple object tracking approach that combines colour and depth information using a confidence measure

Pattern Recognition Letters

  • 2008
  • journal-article
A fuzzy system for detection of interaction demanding and nodding assent based on stereo vision

Journal of Physical Agents

  • 2007
  • journal-article
Handling fuzzy temporal constraints in a planning environment

Annals of Operations Research

  • 2007
  • journal-article
A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems
AUTHORS: Alcala, R, Casillas, J, Cordon, O, Gonzalez, A, Herrera, F

Engineering Applications of Artificial Intelligence

  • 2005
  • journal-article
Integration of fuzzy scheduling into a planning framework

Planning, Scheduling and Constraint Satisfaction: From Theory to Practice

  • 2005
  • book-chapter
SIADEX: An interactive knowledge-based planner for decision support in forest fire fighting

AI Communications

  • 2005
  • journal-article
A fuzzy perceptual model for map building and navigation of mobile robots

Integrated Computer-Aided Engineering

  • 2004
  • journal-article
Door-detection using computer vision and fuzzy logic

WSEAS Transaction on Systems

  • 2004
  • journal-article
A Fuzzy Perceptual Model for Ultrasound Sensors Applied to Intelligent Navigation of Mobile Robots

Applied Intelligence

  • 2003
  • journal-article
Multicriteria Genetic Tuning for the Optimization and Control of HVAC Systems

Applied Decision Support with Soft Computing pp 308-345

  • 2003
  • book-chapter
Some issues about the representation and exploitation of imprecise temporal knowledge for an AI planner

Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)

  • 2003
  • conference-paper
Integrating fuzzy topological maps and fuzzy geometric maps for behavior-based robots
  • 2002
  • journal-article
Uncertain fuzzy values still in the framework of first-order logic

International Journal of Intelligent Systems

  • 2002
  • journal-article
An experimental study about the search mechanism in the SLAVE learning algorithm: Hill-climbing methods versus genetic algorithms
  • 2001
  • journal-article
Including a simplicity criterion in the selection of the best rule in a genetic fuzzy learning algorithm
  • 2001
  • journal-article
Mixing expressiveness and efficiency in a manufacturing planner

Journal of Experimental and Theoretical Artificial Intelligence

  • 2001
  • journal-article
Practical teaching of artificial intelligence – A european perspective

IEE Colloquium (Digest)

  • 2001
  • journal-article
Selection of relevant features in a fuzzy genetic learning algorithm
  • 2001
  • journal-article
A three-level knowledge-based system for the generation of live and safe Petri nets for manufacturing systems

Journal of Intelligent Manufacturing

  • 2000
  • journal-article
Automatic generation of control sequences for manufacturing systems based on partial order planning techniques

Artificial Intelligence in Engineering

  • 2000
  • journal-article
Fuzzy behaviors for mobile robot navigation: design, coordination and fusion

International Journal of Approximate Reasoning

  • 2000
  • journal-article
Intelligent planning of Grafcet charts

Robotics and Computer-Integrated Manufacturing

  • 2000
  • journal-article
A study about the inclusion of linguistic hedges in a fuzzy rule learning algorithm
  • 1999
  • journal-article
Dealing with uncertainty and imprecision by means of fuzzy numbers
  • 1999
  • journal-article
Encouraging Cooperation in the Genetic Iterative Rule Learning Approach for Qualitative Modeling

Computing with Words in Information/Intelligent Systems 2: Applications

  • 1999
  • book-chapter
Knowledge-based tool for the automated synthesis of Petri nets for manufacturing systems

IEEE Symposium on Emerging Technologies and Factory Automation, ETFA

  • 1999
  • conference-paper
SLAVE: A genetic learning system based on an iterative approach
  • 1999
  • journal-article
A fuzzy safe follow wall behaviour fusing simpler fuzzy behaviours
  • 1998
  • journal-article
A fuzzy theory refinement algorithm
  • 1998
  • journal-article
A nonlinear planner for solving sequential control problems in manufacturing systems
  • 1998
  • book-chapter
Completeness and consistency conditions for learning fuzzy rules
  • 1998
  • journal-article
Distribution network optimization: Finding the most economic solution by using genetic algorithms
  • 1998
  • journal-article
Using information measures for determining the relevance of the predictive variables in learning problems

IEEE International Conference on Fuzzy Systems

  • 1997
  • conference-paper
A LEARNING METHODOLOGY IN UNCERTAIN AND IMPRECISE ENVIRONMENTS
  • 1995
  • journal-article
Structural learning of fuzzy rules from noised examples

IEEE International Conference on Fuzzy Systems

  • 1995
  • conference-paper
A FREQUENCY MODEL IN A FUZZY ENVIRONMENT
  • 1994
  • journal-article
FURTHER CONTRIBUTIONS TO THE STUDY OF THE AVERAGE VALUE FOR RANKING FUZZY NUMBERS
  • 1994
  • journal-article
A FUZZY INFERENCE MODEL-BASED ON AN UNCERTAINTY FORWARD PROPAGATION APPROACH
  • 1993
  • journal-article
AN INDUCTIVE LEARNING PROCEDURE TO IDENTIFY FUZZY-SYSTEMS
  • 1993
  • journal-article
DOMINANCE RELATIONS ON FUZZY NUMBERS
  • 1992
  • journal-article
On the Bayesian Approach to Learning

Gritzmann P., Hettich R., Horst R., Sachs E. (eds) Operations Research ’91. Physica-Verlag HD. https://doi.org/10.1007/978-3-642-48417-9_149

  • 1992
  • book-chapter
ON THE USE OF THE RANKING FUNCTION-APPROACH TO SOLVE FUZZY MATRIX GAMES IN A DIRECT WAY
  • 1992
  • journal-article
Some Results on the Automatic Construction of Bayesian Networks

Gritzmann P., Hettich R., Horst R., Sachs E. (eds) Operations Research ’91. Physica-Verlag HD. https://doi.org/10.1007/978-3-642-48417-9_150

  • 1992
  • book-chapter
A DISCRETE METHOD FOR STUDYING INDIFFERENCE AND ORDER RELATIONS BETWEEN FUZZY NUMBERS
  • 1991
  • journal-article
AN INTERVAL-BASED APPROACH FOR WORKING WITH FUZZY NUMBERS
  • 1991
  • journal-article
FUZZY MATRIX GAMES CONSIDERING THE CRITERIA OF THE PLAYERS
  • 1991
  • journal-article
A STUDY OF THE RANKING FUNCTION-APPROACH THROUGH MEAN-VALUES
  • 1990
  • journal-article
Dominance and Indifference Relations on Fuzzy Numbers

In: Janko W.H., Roubens M., Zimmermann HJ. (eds) Progress in Fuzzy Sets and Systems. Theory and Decision Library (Series D: System Theory, Knowledge Engineering and Problem Solving), vol 5. Springer, Dordrecht.

  • 1990
  • book-chapter
A subjective approach for ranking fuzzy numbers

Fuzzy Sets and Systems

  • 1989
  • journal-article
Convergence properties of the monotone expectation and its application to the extension of fuzzy measures

Fuzzy Sets and Systems

  • 1989
  • journal-article
Contacto
A.Gonzalez@decsai.ugr.es
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