Publications

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Book Chapter
- A Multiobjective Genetic Algorithm for Feature Selection and Data Base Learning in Fuzzy-Rule Based Classification Systems, Cordón, O., Herrera F., del Jesus M. J., Magdalena L., Sánchez A.M., and Villar P. , Intelligent Systems for Information Processing, Amsterdam, p.315 - 326, (2003)
A Multiobjective Genetic Learning Process for joint Feature Selection and Granularity and Contexts Learning in Fuzzy Rule-Based Classification Systems, Cordón, O., del Jesus M. J., Herrera F., Magdalena Luis, and Villar Pedro , Interpretability Issues in Fuzzy Modeling, Berlin, Heidelberg, p.79–99, (2003)
A Multiobjective Genetic Learning Process for joint Feature Selection and Granularity and Contexts Learning in Fuzzy Rule-Based Classification Systems, Cordón, O., del Jesus M. J., Herrera F., Magdalena Luis, and Villar Pedro , Interpretability Issues in Fuzzy Modeling, Berlin, Heidelberg, p.79–99, (2003)
Different Proposals to Improve the Accuracy of Fuzzy Linguistic Modeling, Cordón, O., Herrera F., del Jesus M. J., Villar Pedro, and Zwir Igor , Fuzzy If-Then Rules in Computational Intelligence: Theory and Applications, Boston, MA, p.189–221, (2000)
GA-P Based Search of Structures and Parameters of Dynamital Process Models, Benítez, José Manuel, Cordón O., Hoffmann Frank, and Rajkumar Roy , Advances in Soft Computing, p.371-380, (2003)
Tuning fuzzy partitions or assigning weights to fuzzy rules: which is better?, Sánchez, Luciano, and Otero José , Accuracy Improvements in Linguistic Fuzzy Modeling, Berlin, Heidelberg, p.366–385, (2003)
Conference Paper
A first study on bagging fuzzy rule-based classification systems with multicriteria genetic selection of the component classifiers, Cordón, O., Quirin A., and Sánchez L. , 2008 3rd International Workshop on Genetic and Evolving Systems, March, p.11-16, (2008)
A GRASP Algorithm for Clustering, Cano, J. R., Cordón O., Herrera F., and Sánchez Luciano , Proceedings of the 8th Ibero-American Conference on Artifical Intelligence, Seville, Spain, November 12-15, 2002,, p.214–223, (2002)
A multiobjective genetic algorithm for feature selection and granularity learning in fuzzy-rule based classification systems, Cordón, O., Herrera F., del Jesus M. J., and Villar P , 08, Volume 3, p.1253 - 1258 vol.3, (2001)
An evolutionary paradigm for designing fuzzy rule-based systems from examples, Cordón, O., del Jesus M. J., Herrera F., and Lozano Manuel , 10, p.139 - 144, (1997)
Computing the spanish medium electrical line maintenance costs by means of evolution-based learning processes, Cordón, O., Herrera F., and Sánchez Luciano , Methodology and Tools in Knowledge-Based Systems, Berlin, Heidelberg, p.478–486, (1998)
Estimación de la Longitud de Línea de Baja Tensión Mediante Técnicas Evolutivas de Análisis de Datos, Cordón, O., Spín Antonio, Fajardo Waldo, Herrera F., and Sánchez Luciano , 8ª Reunión Nacional de Grupos de Investigación en Ingeniería Eléctrica, (1998)
Evolutionary approaches to the learning of fuzzy rule-based classification systems, Cordón, O., Herrera F., and del Jesus M. J. , (1999)
Genetic tuning of fuzzy rule-based systems integrating linguistic hedges, Casillas, J., Cordón O., Herrera F., and del Jesus M. J. , Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569), July, Volume 3, p.1570-1574 vol.3, (2001)
Introducing a genetic fuzzy linguistic combination method for bagging fuzzy rule-based multiclassification systems, Sánchez, L., Cordón O., Quirin A., and Trawinski K. , 2010 4th International Workshop on Genetic and Evolutionary Fuzzy Systems (GEFS), March, p.75-80, (2010)
Métodos de razonamiento aproximado basados en el concepto de mayoría difusa para sistemas de clasificación, Cordón, O., Díaz María José del, and Herrera F. , Congreso español sobre tecnología y lógica fuzzy, 09, Pamplona (España), (1998)
Nuevos métodos de razonamiento en sistemas de clasificación basados en reglas difusas, Cordón, O., Díaz María José del, and Herrera F. , Congreso español sobre tecnologías y lógica fuzzy., Tarragona, (1997)
On the Use of Bagging, Mutual Information-Based Feature Selection and Multicriteria Genetic Algorithms to Design Fuzzy Rule-Based Classification Ensembles, Cordón, O., Quirin A., and Sánchez L. , 2008 Eighth International Conference on Hybrid Intelligent Systems, Sep., p.549-554, (2008)
Selecting Fuzzy-Ruled Based Classification System with Specific Reasoning Methods Using Genetical Algorithms, Cordón, O., Díaz María José del, and Herrera F. , Joint 9th IFSA World congres and 20th Nafips International, 07, Praga, (2001)
Sistema de Clasificación con Reglas Difusas Utilizando Algoritmos Genéticos, Cordón, O., Díaz María José del, and Herrera F. , VI Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF'96), Oviedo, (1996)
Utilización de Algoritmos Genéticos Multiobjetivos para la Selección de Características y Diseño de la Base de Conocimiento de un Sistema de Clasificación Basado en Reglas Difusas, Cordón, O., Herrera F., Díaz María José del, Magdalena Luis, Sánchez A.M., and Villar Pedro , Congreso Español sobre Tecnologías y Lógica Fuzzy, 01, León (España), (2002)
Journal Article
A Genetic Fuzzy Linguistic Combination Method for Fuzzy Rule-based Multiclassifiers Revista: IEEE Transactions on Fuzzy Systems, Cordón, O., Sánchez Luciano, Quirin Arnaud, and Trawinski Krzysztof , IEEE Transactions on Fuzzy Systems, 01, Volume 21, Number 5, p.950-965, (2013)
A greedy randomized adaptive search procedure applied to the clustering problem as an initialization process using K-Means as a local search procedure, Cano, J. R., Cordón O., Herrera F., and Sánchez Luciano , Journal of Intelligent and Fuzzy Systems, Volume 12, Number 3-4, p.235–242, (2002)
A proposal on Reasoning Methods in Fuzzy Rule-Based Classification Systems, Cordón, O., del Jesus M. J., and Herrera F. , International Journal of Approximate Reasoning, Volume 20, p.21-45, (1999)
Analyzing the Reasoning Mechanism in Fuzzy Rule-Based Classification Systems, Cordón, O., del Jesus M. J., and Herrera F. , Mathware & Soft Computing, Volume 5, p.321-332, (1998)
Analyzing the Reasoning Mechanisms in Fuzzy Rule-Based Classification Systems, Cordón, O., del Jesus M. J., and Herrera F. , Mathware & Soft Computing, Volume 5, p.321-332, (1999)
Cost-Sensitive Learning of Fuzzy Rules for Imbalanced Classification Problems Using FURIA, Palacios, Ana, Trawinski Krzysztof, Cordón O., and Sánchez Luciano , International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 10, Volume 22, p.643-675, (2014)
Evolutionary Fuzzy Sistems for Explainable Artificial Intelligence: Why, When, Qhat for, and Where to ?, Fernández, A., del Jesus M. J., Cordón O., Marcelloni F., and Herrera F. , IEEE Computational Intelligence, Volume 1, Number 14, p.69-81, (2019)
Genetic Feature Selection in a Fuzzy Rule-Based Classification System Learning Process, Casillas, J., Cordón O., del Jesus M. J., and Herrera F. , Information Sciences, Volume 136, p.135-157, (2001)
Genetic feature selection in a fuzzy rule-based classification system learning process for high-dimensional problems, Casillas, J, Cordón O., del Jesus M. J., and Herrera F. , Information Sciences, Volume 136, Number 1, p.135 - 157, (2001)
Genetic Learning of Fuzzy Rule-Based Classification Systems Cooperating with Fuzzy Reasoning Methods, Cordón, O., del Jesus M. J., and Herrera F. , International Journal of Intelligent Systems, Volume 13, Number 10/11, p.1025-1053, (1998)
Genetic tuning of fuzzy rule deep structures preserving interpretability for linguistic modeling, Casillas, J., Cordón O., del Jesus M. J., and Herrera F. , IEEE Transactions on Fuzzy Systems, Volume 13, Number 1, p.13-29, (2005)
Linguistic Modeling with Hierarchical Systems of Weighted Linguistic Rules, Alcalá, R., Cano J. R., Cordón O., Herrera F., Villar P., and Zwir I. , International Journal of Approximate Reasoning, Volume 32, Number 2-3, p.187-215, (2003)
Modelado cualitativo utilizando una metodología evolutiva de aprendizaje iterativo de bases de reglas difusas, Cordón, O., del Jesus M. J., Herrera F., and Lozano M. , Revista Iberoamericana de Inteligencia Artificial, Volume 50, p.56-61, (1998)
MOGUL: A Methodology to Obtain Genetic fuzzy rule-based systems Ander the iterative rule Learning Approach, Cordón, O., del Jesus M. J., and Herrera F. , International Journal of Intelligent Systems, Volume 14, p.1123-1153, (1999)
Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity?, Trawiński, Krzysztof, Cordón O., Quirin Arnaud, and Sánchez Luciano , Knowledge-Based Systems, Volume 54, p.3 - 21, (2013)
Solving Electrical Distribution Problems Using Hybrid Evolutionary Data Analysis Techniques, Cordón, O., Herrera F., and Sánchez Luciano , Applied Intelligence, Jan, Volume 10, Number 1, p.5–24, (1999)
Some relationships between fuzzy and random set-based classifiers and models, Sánchez, Luciano, Casillas Jorge, Cordón O., and del Jesus M. J. , International Journal of Approximate Reasoning, Volume 29, Number 2, p.175 - 213, (2002)