Rafael Alcalá Fernández

Universidad de Granada

Publicaciones

Multiomics and eXplainable artificial intelligence for decision support in insulin resistance early diagnosis: A pediatric population-based longitudinal study

AUTHORS: Álvaro Torres-Martos; Augusto Anguita-Ruiz; Mireia Bustos-Aibar; Alberto Ramírez-Mena; María Arteaga; Gloria Bueno; Rosaura Leis; Concepción M. Aguilera; Rafael Alcalá; Jesús Alcalá-Fdez

Artificial Intelligence in Medicine

2024
journal-article

10.1016/j.artmed.2024.102962

Enhancing soft computing techniques to actively address imbalanced regression problems

AUTHORS: María Arteaga; María José Gacto; Marta Galende; Jesús Alcalá-Fdez; Rafael Alcalá

Expert Systems with Applications

2023
journal-article

10.1016/j.eswa.2023.121011

Learning positive-negative rule-based fuzzy associative classifiers with a good trade-off between complexity and accuracy

AUTHORS: Carmen Biedma-Rdguez; María José Gacto; Augusto Anguita-Ruiz; Rafael Alcalá; Concepción María Aguilera; Jesús Alcalá-Fdez

Fuzzy Sets and Systems

2023
journal-article

10.1016/j.fss.2023.03.014

Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity

AUTHORS: Álvaro Torres-Martos; Mireia Bustos-Aibar; Alberto Ramírez-Mena; Sofía Cámara-Sánchez; Augusto Anguita-Ruiz; Rafael Alcalá; Concepción M. Aguilera; Jesús Alcalá-Fdez

Genes

2023
journal-article

10.3390/genes14020248

Human Multi-omics Data Pre-processing for Predictive Purposes Using Machine Learning: A Case Study in Childhood Obesity

AUTHORS: Álvaro Torres-Martos; Augusto Anguita-Ruiz; Mireia Bustos-Aibar; Sofia Cámara-Sánchez; Rafael Alcalá; Concepción M. Aguilera; Jesús Alcalá-Fdez

2022
book-chapter

10.1007/978-3-031-07802-6_31

Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies

AUTHORS: Alberto Segura-Delgado; Augusto Anguita-Ruiz; Rafael Alcalá; Jesús Alcalá-Fdez

Expert Systems with Applications

2022
journal-article

10.1016/j.eswa.2021.116411

Transparent but Accurate Evolutionary Regression Combining New Linguistic Fuzzy Grammar and a Novel Interpretable Linear Extension

AUTHORS: Carmen Biedma-Rdguez; María José Gacto; Augusto Anguita-Ruiz; Jesús Alcalá-Fdez; Rafael Alcalá

International Journal of Fuzzy Systems

2022
journal-article

10.1007/s40815-022-01324-w

Meta-Fuzzy Items for Fuzzy Association Rules

AUTHORS: Carmen Biedma-Rdguez; Maria Jose Gacto; Rafael Alcala; Jesus Alcala-Fdez

2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

2021
conference-paper

10.1109/fuzz45933.2021.9494571

eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research

PLOS Computational Biology

2020
journal-article

10.1371/journal.pcbi.1007792

Temporal association rule mining: An overview considering the time variable as an integral or implied component

WIREs Data Mining and Knowledge Discovery

2020
journal-article

10.1002/widm.1367

Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems

IEEE Access

2019
journal-article

10.1109/ACCESS.2019.2933261

Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017)

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

2018
journal-article

10.1002/widm.1239

Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification

Ieee Transactions on Fuzzy Systems

2017
journal-article

10.1109/TFUZZ.2017.2718491

A multi-objective evolutionary method for learning granularities based on fuzzy discretization to improve the accuracy-complexity trade-off of fuzzy rule-based classification systems: D-MOFARC algorithm

AUTHORS: Fazzolari, Michela; Alcala, Rafael; Herrera, Francisco

Applied Soft Computing

2014
journal-article

10.1016/j.asoc.2014.07.019

Comparison and design of interpretable linguistic vs. scatter FRBSs: GM3M generalization and new rule meaning index for global assessment and local pseudo-linguistic representation

AUTHORS: Galende, Marta; Jose Gacto, Maria; Sainz, Gregorio; Alcala, Rafael

Information Sciences

2014
journal-article

10.1016/j.ins.2014.05.023

METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems

AUTHORS: Gacto, M. J.; Galende, M.; Alcala, R.; Herrera, F.

Information Sciences

2014
journal-article

10.1016/j.ins.2014.02.047

A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions

AUTHORS: Alcala, Rafael; Fazzolari, Michela; Herrera, Francisco; Ishibuchi, Hisao; Nojima, Yusuke

Ieee Transactions on Fuzzy Systems

2013
journal-article

10.1109/tfuzz.2012.2201338

A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off

AUTHORS: Fazzolari, Michela; Giglio, Bruno; Alcala, Rafael; Marcelloni, Francesco; Herrera, Francisco

Knowledge-Based Systems

2013
journal-article

10.1016/j.knosys.2013.07.011

Improving a Fuzzy Association Rule-Based Classification Model by Granularity Learning based on Heuristic Measures over Multiple Granularities

AUTHORS: Fazzolari, Michela; Alcala, Rafael; Nojima, Yusuke; Ishibuchi, Hisao; Herrera, Francisco; IEEE

2013 Ieee International Workshop on Genetic and Evolutionary Fuzzy Systems (Gefs)

2013
journal-article

Improving a fuzzy association rule-based classification model by granularity learning based on heuristic measures over multiple granularities

AUTHORS: Fazzolari, M.; Alcalá, R.; Nojima, Y.; Ishibuchi, H.; Herrera, F.

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

10.1109/GEFS.2013.6601054

Obtaining accurate TSK fuzzy rule-based systems by multi-objective evolutionary learning in high-dimensional regression problems

AUTHORS: Gacto, M.J.; Galende, M.; Alcalá, R.; Herrera, F.

IEEE International Conference on Fuzzy Systems

2013
conference-paper

10.1109/FUZZ-IEEE.2013.6622381

Special Issue on «Evolutionary Fuzzy Systems» EFSs

AUTHORS: Alcala, Rafael; Nojima, Yusuke; Ishibuchi, Hisao; Herrera, Francisco

Knowledge-Based Systems

2013
journal-article

10.1016/j.knosys.2013.10.005

A Case Study on the Application of Instance Selection Techniques for Genetic Fuzzy Rule-Based Classifiers

AUTHORS: Giglio, Bruno; Marcelloni, Francesco; Fazzolari, Michela; Alcala, Rafael; Herrera, Francisco; IEEE

2012 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

2012
journal-article

A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers

AUTHORS: Giglio, B.; Marcelloni, F.; Fazzolari, M.; Alcala, R.; Herrera, F.

IEEE International Conference on Fuzzy Systems

2012
conference-paper

10.1109/FUZZ-IEEE.2012.6251191

A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems

AUTHORS: Alcala, Rafael; Herrera, Francisco; Jose Gacto, Maria

Applied Intelligence

2012
journal-article

10.1007/s10489-010-0264-x

Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems

AUTHORS: Chavez, F.; Fernandez, F.; Gacto, M. J.; Alcala, R.

International Journal of Computational Intelligence Systems

2012
journal-article

10.1080/18756891.2012.685327

Hybrid laser pointer detection algorithm based on template matching and fuzzy rule-based systems for domotic control in real home environments

AUTHORS: Alcala, R.; Alcala-Fdez, J.; Chavez, F.; Fernandez, F.; Herrera, F.; Olague, G.

Applied Intelligence

2012
journal-article

10.1007/s10489-010-0268-6

Special Issue on Evolutionary Fuzzy Systems

AUTHORS: Alcala, Rafael; Herrera, Francisco; Ishibuchi, Hisao; Nojima, Yusuke

International Journal of Computational Intelligence Systems

2012
journal-article

10.1080/18756891.2012.685261

Special Issue on Evolutionary Fuzzy Systems INTRODUCTION

AUTHORS: Alcala, R.; Herrera, F.; Ishibuchi, H.; Nojima, Y.

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

2012
journal-article

10.1142/S0218488512020023

A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems

AUTHORS: Alcala, Rafael; Herrera, Francisco; Jose Gacto, Maria

Ieee Transactions on Fuzzy Systems

2011
journal-article

10.1109/TFUZZ.2011.2131657

A Fuzzy Association Rule-Based Classification Model for High-Dimensional Problems With Genetic Rule Selection and Lateral Tuning

AUTHORS: Alcala, Rafael; Alcala-Fdez, Jesus; Herrera, Francisco

Ieee Transactions on Fuzzy Systems

2011
journal-article

10.1109/TFUZZ.2011.2147794

Evolutionary Learning of a Laser Pointer Detection Fuzzy System for an Environment Control System

AUTHORS: Chavez, Francisco; Fernandez, Francisco; Alcala, Rafael; Alcala-Fdez, Jesus; Herrera, Francisco; IEEE

Ieee International Conference on Fuzzy Systems (Fuzz 2011)

2011
journal-article

Evolutionary learning of a laser pointer detection fuzzy system for an environment control system

AUTHORS: Chávez, F.; Fernández, F.; Alcalá, R.; Alcala-Fdez, J.; Herrera, F.

IEEE International Conference on Fuzzy Systems

2011
conference-paper

10.1109/FUZZY.2011.6007528

Evolutionary multi-objective algorithm to effectively improve the performance of the classic tuning of fuzzy logic controllers for a heating, ventilating and air conditioning system

AUTHORS: Gacto, M.J.; Alcalá, R.; Herrera, F.

IEEE SSCI 2011: Symposium Series on Computational Intelligence - GEFS 2011: 2011 IEEE 5th International Workshop on Genetic and Evolutionary Fuzzy Systems

2011
conference-paper

10.1109/GEFS.2011.5949494

Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures

AUTHORS: Alcala, R.; Gacto, M. J.; Herrera, F.

Information Sciences

2011
journal-article

10.1016/j.ins.2011.02.021

Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions

AUTHORS: Alcala, Rafael; Herrera, Francisco; Ishibuchi, Hisao; Nojima, Yusuke

Soft Computing

2011
journal-article

10.1007/s00500-010-0671-2

Musical Genre Classification by means of Fuzzy Rule-Based Systems: A preliminary approach

AUTHORS: Fernandez, Francisco; Chavez, Francisco; Alcala, Rafael; Herrera, Francisco; IEEE

2011 Ieee Congress on Evolutionary Computation (Cec)

2011
journal-article

Musical genre classification by means of Fuzzy Rule-Based Systems: A preliminary approach

AUTHORS: Fernandez, F.; Chavez, F.; Alcala, R.; Herrera, F.

2011 IEEE Congress of Evolutionary Computation, CEC 2011

2011
conference-paper

10.1109/CEC.2011.5949938

Special issue on evolutionary fuzzy systems

AUTHORS: Alcala, Rafael; Herrera, Francisco; Ishibuchi, Hisao; Nojima, Yusuke

Soft Computing

2011
journal-article

10.1007/s00500-010-0663-2

A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems

AUTHORS: Mucientes, M.; Alcala-Fdez, J.; Alcala, R.; Casillas, J.

Expert Systems With Applications

2010
journal-article

10.1016/j.eswa.2009.06.095

A fuzzy associative classification system with genetic rule selection for high-dimensional problems

AUTHORS: Alcalá-Fdéz, J.; Alcalá, R.; Herrera, F.

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

2010
conference-paper

10.1109/GEFS.2010.5454160

Analysis of the Performance of a Semantic Interpretability-Based Tuning and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective Evolutionary Algorithm

AUTHORS: Jose Gacto, Maria; Alcala, Rafael; Herrera, Francisco; GarciaPedrajas, N; Herrera, F; Fyfe, C; Benitez, JM; Ali, M

Trends in Applied Intelligent Systems, Pt Ii, Proceedings

2010
journal-article

Genetic Tuning of a Laser Pointer Environment Control Device System for Handicapped People with Fuzzy Systems

AUTHORS: Chavez, Francisco; Fernandez, Francisco; Alcala-Fdez, Jesus; Alcala, Rafael; Herrera, Francisco; Olague, Gustavo; IEEE

2010 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee 2010)

2010
journal-article

Genetic tuning of a laser pointer environment control device system for handicapped people with fuzzy systems

AUTHORS: Chávez, F.; Fernández, F.; Alcalá-Fdez, J.; Alcalá, R.; Herrera, F.; Olague, G.

2010 IEEE World Congress on Computational Intelligence, WCCI 2010

2010
conference-paper

10.1109/FUZZY.2010.5584876

Integration of an Index to Preserve the Semantic Interpretability in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic Fuzzy Systems

AUTHORS: Alcala, R; Gacto, MJ; Herrera, F

Ieee Transactions on Fuzzy Systems

2010
journal-article

10.1109/TFUZZ.2010.2041008

A Multi-objective Evolutionary Algorithm for Tuning Fuzzy Rule-Based Systems with Measures for Preserving Interpretability

AUTHORS: Gacto, M. J.; Alcala, R.; Herrera, F.; Carvalho, JP; Kaymak, DU; Sousa, JMC

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference

2009
journal-article

A multi-objective evolutionary algorithm for tuning fuzzy rule-based systems with measures for preserving interpretability

AUTHORS: Gacto, M.J.; Alcalá, R.; Herrera, F.

2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings

2009
conference-paper

A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems

AUTHORS: Alcala, R; Ducange, P; Herrera, F; Lazzerini, B; Marcelloni, F

Ieee Transactions on Fuzzy Systems

2009
journal-article

10.1109/TFUZZ.2009.2023113

Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems

AUTHORS: Alcala, R; Gacto, MJ; Herrera, F

Soft Computing

2009
journal-article

10.1007/s00500-008-0359-z

Distributed Genetic Tuning of Fuzzy Rule-Based Systems

AUTHORS: Robles, Ignacio; Alcala, Rafael; Manuel Benitez, Jose; Herrera, Francisco; Carvalho, JP; Kaymak, DU; Sousa, JMC

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference

2009
journal-article

Distributed genetic tuning of fuzzy rule-based systems

AUTHORS: Robles, I.; Alcalá, R.; Benítez, J.M.; Herrera, F.

2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings

2009
conference-paper

Evolutionary parallel and gradually distributed lateral tuning of fuzzy rule-based systems

AUTHORS: Robles, I.; Alcalá, R.; Benítez, J.M.; Herrera, F.

Evolutionary Intelligence

2009
journal-article

10.1007/s12065-009-0025-0

Generating Single Granularity-Based Fuzzy Classification Rules for Multiobjective Genetic Fuzzy Rule Selection

AUTHORS: Alcala, Rafael; Nojima, Yusuke; Herrera, Francisco; Ishibuchi, Hisao; IEEE

2009 Ieee International Conference on Fuzzy Systems, Vols 1-3

2009
journal-article

10.1109/FUZZY.2009.5277369

Handling High-Dimensional Regression Problems by Means of an Efficient Multi-Objective Evolutionary Algorithm

AUTHORS: Jose Gacto, Maria; Alcala, Rafael; Herrera, Francisco; IEEE

2009 9th International Conference on Intelligent Systems Design and Applications

2009
journal-article

10.1109/ISDA.2009.214

Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems

AUTHORS: Alcala, R; Alcala-Fdez, J; Gacto, MJ; Herrera, F

Applied Intelligence

2009
journal-article

10.1007/s10489-007-0107-6

Improving fuzzy logic controllers obtained by experts: A case study in HVAC systems (Applied Intelligence (2009) 31 (15-30) DOI:10.1007/s10489-007-0107-6)

AUTHORS: Alcalá, R.; Alcalá-Fdez, J.; Gacto, M.J.; Herrera, F.

Applied Intelligence

2009
journal-article

10.1007/s10489-009-0198-3

Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms

AUTHORS: Alcala, R; Alcala-Fdez, J; Gacto, MJ; Herrera, F

Fuzzy Sets and Systems

2009
journal-article

10.1016/j.fss.2008.05.012

Learning Weighted Linguistic Rules to Control an Autonomous Robot

AUTHORS: Mucientes, M.; Alcala, R.; Alcala-Fdez, J.; Casillas, J.

International Journal of Intelligent Systems

2009
journal-article

10.1002/int.20334

Special issue on genetic fuzzy systems: New advances

AUTHORS: Alcalá, R.; Nojima, Y.

Evolutionary Intelligence

2009
journal-article

10.1007/s12065-009-0027-y

Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework

AUTHORS: Ducange, P.; Alcala, R.; Herrera, F.; Lazzerini, B.; Marcelloni, F.; Corchado, E; Abraham, A; Pedrycz, W

Hybrid Artificial Intelligence Systems

2008
book-chapter

A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems

AUTHORS: Alcalá, R.; Alcalá-Fdez, J.; Gacto, M.J.; Herrera, F.

IEEE International Conference on Fuzzy Systems

2007
conference-paper

10.1109/FUZZY.2007.4295566

A multi-objective evolutionary algorithm for rule selection and tuning on fuzzy rule-based systems

AUTHORS: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, Maria Jose; Herrera, Francisco; IEEE

2007 Ieee International Conference on Fuzzy Systems, Vols 1-4

2007
journal-article

A multi-objective genetic algorithm for tuning and rule selection to obtain accurate and compact linguistic fuzzy rule-based systems

AUTHORS: Alcala, R.; Gacto, M. J.; Herrera, F.; Alcala-Fdez, J.

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

2007
journal-article

10.1142/S0218488507004868

A proposal for the genetic lateral tuning of linguistic fuzzy systems and its interaction with rule selection

AUTHORS: Alcala, R; Alcala-Fdez, J; Herrera, F

Ieee Transactions on Fuzzy Systems

2007
journal-article

10.1109/TFUZZ.2006.889880

Genetic fuzzy systems: What’s next? An introduction to the special section

AUTHORS: Cordon, Oscar; Alcala, Rafael; Alcala-Fdez, Jess; Rojas, Ignacio

Ieee Transactions on Fuzzy Systems

2007
journal-article

10.1109/TFUZZ.2007.900902

Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation

AUTHORS: Alcala, R; Alcala-Fdez, J; Herrera, F; Otero, J

International Journal of Approximate Reasoning

2007
journal-article

10.1016/j.ijar.2006.02.007

Genetic learning of membership functions for mining fuzzy association rules

AUTHORS: Alcalá, R.; Alcalá-Fdez, J.; Gacto, M.J.; Herrera, F.

IEEE International Conference on Fuzzy Systems

2007
conference-paper

10.1109/FUZZY.2007.4295595

Genetic learning of membership functions for mining fuzzy association rules

AUTHORS: Alcala, Rafael; Alcala-Fdez, Jesus; Gacto, M. J.; Herrera, Francisco; IEEE

2007 Ieee International Conference on Fuzzy Systems, Vols 1-4

2007
journal-article

Local identification of prototypes for genetic learning of accurate TSK fuzzy rule-based systems

AUTHORS: Alcala, R; Alcala-Fdez, J; Casillas, J; Cordon, O; Herrera, F

International Journal of Intelligent Systems

2007
journal-article

10.1002/int.20232

Rule base reduction and genetic tuning of fuzzy systems based on the linguistic 3-tuples representation

AUTHORS: Alcala, R; Alcala-Fdez, J; Gacto, MJ; Herrera, F

Soft Computing

2007
journal-article

10.1007/s00500-006-0106-2

Genetic lateral and amplitude tuning with rule selection for fuzzy control of heating, ventilating and air conditioning systems

AUTHORS: Alcala, R.; Alcala-Fdez, J.; Berlanga, F. J.; Gacto, M. J.; Herrera, F.; Ali, M; Dapoigny, R

Advances in Applied Articial Intelligence, Proceedings

2006
book-chapter

Hybrid learning models to get the interpretability-accuracy trade-off in fuzzy modeling

AUTHORS: Alcala, R; Alcala-Fdez, J; Casillas, J; Cordon, O; Herrera, F

Soft Computing

2006
journal-article

10.1007/s00500-005-0002-1

Improving fuzzy rule-based decision models by means of a genetic 2-tuples based tuning and the rule selection

AUTHORS: Alcala, R; Alcala-Fdez, J; Berlanga, FJ; Gacto, MJ; Herrera, F; Torra, V; Narukawa, Y; Valls, A; DomingoFerrer, J

Modeling Decisions For Artificial Intelligence

2006
book-chapter

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

10.1016/j.engappai.2004.09.007

Genetic learning of the knowledge base of a Fuzzy system by using the linguistic 2-tuples representation

AUTHORS: Alcalá, R.; Alcalá-Fdez, J.; Herrera, F.; Otero, J.

IEEE International Conference on Fuzzy Systems

2005
conference-paper

Genetic learning of the knowledge base of a fuzzy system by using the linguistic 2-tuples representation

AUTHORS: Alcala, R; Alcala-Fdez, J; Herrera, F; Otero, J; Krishnapuram, R; Pal, N

FUZZ-IEEE 2005: Proceedings of the IEEE International Conference on Fuzzy Systems

2005
book-chapter

Genetic tuning on fuzzy systems based on the linguistic 2-tuples representation

AUTHORS: Alcala, R; Herrera, F; IEEE

2004 Ieee International Conference on Fuzzy Systems, Vols 1-3, Proceedings

2004
book-chapter

Genetic tuning on fuzzy systems based on the linguistic 2-tuples representation

AUTHORS: Alcalá, R.; Herrera, F.

IEEE International Conference on Fuzzy Systems

2004
conference-paper

10.1109/FUZZY.2004.1375725

Applying rule weight derivation to obtain cooperative rules

AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F; Benitez, J; Hoffmann, F; Roy, R

Advances in Soft Computing: Engineering Design and Manufacturing

2003
journal-article

Combining rule weight learning and rule selection to obtain simpler and more accurate linguistic fuzzy models

AUTHORS: Alcala, R; Cordon, O; Herrera, F

Modelling With Words: Learning, Fusion, and Reasoning Within a Formal Linguistic Representation Framework

2003
book-chapter

Combining rule weight learning and rule selection to obtain simpler and more accurate linguistic fuzzy models

AUTHORS: Alcalá, R.; Cordón, O.; Herrera, F.

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

2003
conference-paper

Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms

Applied Intelligence

2003
journal-article

10.1023/A:1021986309149

Linguistic modeling with hierarchical systems of weighted linguistic rules

AUTHORS: Alcala, R; Cano, JR; Cordon, O; Herrera, F; Villar, P; Zwir, I

International Journal of Approximate Reasoning

2003
journal-article

10.1016/S0888-613X(02)00083-X

Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning

AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F

Integrated Computer-Aided Engineering

2003
journal-article

Linguistic modeling with weighted double-consequent fuzzy rules based on cooperative coevolutionary learning

AUTHORS: Alcalá, R.; Casillas, J.; Cordón, O.; Herrera, F.

Integrated Computer-Aided Engineering

2003
journal-article

Hybridizing hierarchical and weighted linguistic rules

AUTHORS: Alcalá, R.; Casillas, J.; Cordón, O.; Zwir, I.

Proceedings of the ACM Symposium on Applied Computing

2002
conference-paper

Improving simple linguistic fuzzy models by means of the weighted COR methodology

AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F; Garijo, FJ; Riquelme, JC; Toro, M

Advances in Artificial Intelligence - Iberamia 2002, Proceedings

2002
book-chapter

Improving simple linguistic fuzzy models by means of the weighted COR methodology

AUTHORS: Alcalá, R.; Casillas, J.; Cordón, O.; Herrera, F.

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

2002
conference-paper

Insurance market risk modeling with hierarchical Fuzzy Rule Based Systems

AUTHORS: Alcalá, R.; Cordón, O.; Herrera, F.; Zwir, I.

ICEIS 2002 - Proceedings of the 4th International Conference on Enterprise Information Systems

2002
conference-paper

Techniques for designing and refining linguistic fuzzy models to improve their accuracy

AUTHORS: Alcalá, R.; Casillas, J.; Cordón, O.; Herrera, F.

Intelligent Systems: Technology and Applications, Six Volume Set

2002
book-chapter

Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems

AUTHORS: Alcala, R; Casillas, J; Cordon, O; Herrera, F

Journal of Intelligent & Fuzzy Systems

2001
journal-article

Building fuzzy graphs: Features and taxonomy of learning for non-grid-oriented fuzzy rule-based systems

AUTHORS: Alcalá, R.; Casillas, J.; Cordón, O.; Herrera, F.

Journal of Intelligent and Fuzzy Systems

2001
journal-article

Contacto

alcala@decsai.ugr.es