Publications

2008

An Study on Data Mining Methods for Short-Term Forecasting of the Extra Virgin Olive Oil Price in the Spanish Market

P. Pérez, M. Frías, María Dolores Pérez Godoy, Antonio Jesús Rivera Rivas, M. Jesus, M. Parras, F. Torres

An Improved Multi-Objective Genetic Algorithm for Tuning Linguistic Fuzzy System

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

Aprendizaje Evolutivo de Reglas Difusas para Descripción de Subgrupos

Pedro González García

A Symbiotic CHC Co-evolutionary Algorithm for Automatic RBF Neural Networks Design

Elisabet Parras Gutiérrez, V. Rivas, Maria José del Jesus Díaz, Juan Merelo

A Study of the Behaviour of Linguistic Fuzzy Rule Based Classification Systems in the Framework of Imbalanced Data Sets

Alberto Luis Fernández Hilario, Salvador García López, Maria José del Jesus Díaz, Francisco Herrera Triguero

A Novel Genetic Cooperative-Competitive Fuzzy Rule Based Learning Method using Genetic Programming for High Dimensional Problems

Francisco Berlanga, Maria José del Jesus Díaz, Francisco Herrera Triguero

Evolutionary Stratified Instance Selection applied to Training Set Selection for Extracting High Precise-Interpretable Classification Rules

José Ramón Cano De Amo, Francisco Herrera Triguero, Manuel Lozano

Fuzzy-genetic optimization of the parameters of a low cost system for the optical measurement of several dimensions of vehicles

J. Otero, L. Sánchez, Jesus Alcala-Fdez

Sistemas Basados en Reglas Difusas en Clasificación: Nuevos Retos

Maria José del Jesus Díaz

Study of the Robustness of a Meta-Algorithm for the Estimation of Parameters in Artificial Neural Networks Design

Elisabet Parras Gutiérrez, Maria José del Jesus Díaz, V. Rivas, Juan Merelo

A Minimum Risk Wrapper Algorithm for Genetically Selecting Imprecisely Observed Features, Applied to the Early Diagnosis of Dyslexia

Luciano Sánchez, Ana Palacios, Inés Couso

A first study on bagging fuzzy rule-based classification systems with multicriteria genetic selection of the component classifiers

Óscar Cordón García, A. Quirin, L. Sánchez

Defuzzification of Fuzzy p-Values

Inés Couso, Luciano Sánchez, Didier Dubois, Asunción Lubiano, Henri Prade, María Gil, Przemysław Grzegorzewski, Olgierd Hryniewicz

A memetic algorithm for Evolutionary Prototype Selection: A Scaling Up Approach

Salvador García López, José Ramón Cano De Amo, Francisco Herrera Triguero

Estudio de la influencia de las medidas de complejidad de los datos en los Sistemas de Clasifcación Basados en Reglas Difusas: Análisis de la Razón Discriminante de Fisher

J. Luengo, Salvador García López, José Ramón Cano De Amo, Francisco Herrera Triguero

Subgroup Discovery in Large Size Data Sets Preprocessed Using Stratified Instance Selection for Increasing the Presence of Minority Classes

José Ramón Cano De Amo, Salvador García López, Francisco Herrera Triguero

Subgroup Discovery with Linguistic Rules

Maria José del Jesus Díaz, Pedro González García, Francisco Herrera Triguero, Humberto Bustince, Francisco Herrera Triguero, Javier Montero

Utilización de un sistema basado en reglas difusas para la aplicación de operadores en un algoritmo cooperativo-competitivo

María Dolores Pérez Godoy, Antonio Rivas, Rivas José, Jesus Díaz, F José, Berlanga Rivera

2007

Statistical Comparisons by Means of Non-Parametric Tests: A Case Study on Genetic Based Machine Learning

Salvador García López, Alberto Luis Fernández Hilario, A.D. Benítez, Francisco Herrera Triguero

Modeling Vague Data with Genetic Fuzzy Systems under a Combination of Crisp and Imprecise Criteria

L. Sánchez, I. Couso, J. Casillas

Multiobjective genetic algorithm for extractiong subgroup discovery fuzzy rules

Pedro González García, Maria José del Jesus Díaz, Francisco Herrera Triguero

Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems

Jose Joaquin García, M. Chica, Maria José del Jesus Díaz, Francisco Herrera Triguero

Preface: Special Issue on Genetic Fuzzy Systems and the Interpretability-Accuracy Trade-off

Jorge Casillas, Francisco Herrera Triguero, Raúl Pérez, P Villar

Un estudio sobre el uso de algoritmos genéticos multimodales para selección de características

Jose Joaquin García, ~ J.~J, Manuel Chica, Maria José del Jesus Díaz, ~ M.~J, Francisco Herrera Triguero, ~ F

Selecting an Appropriate Statistical Test for Comparing Multiple Experiments in Evolutionary Machine Learning

José Otero, Luciano Sánchez, Jesus Alcala-Fdez

Servicios de información sobre la EPSJ basados en entornos de publicación

Elisabet Parras Gutiérrez, V. Rivas, Maria José del Jesus Díaz

Un algoritmo memético para la selección de prototipos: Una propuesta eficiente para problemas de tamaño medio

Salvador García López, José Ramón Cano De Amo, Francisco Herrera Triguero

Some Results about Mutual Information-based Feature Selection and Fuzzy Discretization of Vague Data

L. Sánchez, M. Suarez, José Villar, I. Couso

Special issue on genetic fuzzy systems and the interpretability-accuracy trade-off

J. Casillas, Francisco Herrera Triguero, F.G.R. Pérez, Maria José del Jesus Díaz, P. Villar

Rule Base Reduction and Genetic Tuning of Fuzzy Systems based on the Linguistic 3-Tuples Representation

Rafael Alcalá, Jesus Alcala-Fdez, M. Gacto, Francisco Herrera Triguero

Genetic Learning of Membership Functions for Mining Fuzzy Association Rules

Rafael Alcalá, Jesus Alcala-Fdez, M. Gacto, Francisco Herrera Triguero

A Multi-Objective Evolutionary Algorithm for Rule Selection and Tuning on Fuzzy Rule-Based Systems

Rafael Alcalá, Jesus Alcala-Fdez, M. Gacto

A Multi-objectiveGenetic Algorithm for Tuning and Rule Selection to Obtain Accurate and Compact Linguistic Fuzzy Rule-Based Systems

Rafael Alcalá, M. Gacto, Francisco Herrera Triguero, Jesus Alcala-Fdez

A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks

Antonio Jesús Rivera Rivas, I. Rojas, J. Ortega, Maria José del Jesus Díaz

A simple and fast hardware-accelerated point-in-polygon test

Francisco Martínez, Antonio Ruiz, Francisco Feito-Higueruela

A study on the Use of the Fuzzy Reasoning Method based on the Winning Rule Vs. Voting Procedure for Classification with Imbalanced Data Sets

Alberto Luis Fernández Hilario, Salvador García López, Maria José del Jesus Díaz, Francisco Herrera Triguero

An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets

Alberto Luis Fernández Hilario, Salvador García López, Maria José del Jesus Díaz, Francisco Herrera Triguero

Análisis of Evolutionary Prototype Selection by means of a Data Complexity Measure based on Class Separabilty

José Ramón Cano De Amo, Salvador García López, Francisco Herrera Triguero, E. Bernadó-Mansilla

Aplicación de Algoritmos Evolutivos de Descubrimiento de Subgrupos en e-Learning: un Caso de Estudio

C. Romero, Pedro González García, S. Ventura, Maria José del Jesus Díaz, Francisco Herrera Triguero

Aprendizaje Evolutivo de los Contextos de las Funciones de Pertenencia para Extraer Reglas de Asociación Difusas

Jesus Alcala-Fdez, Rafael Alcalá, M. Gacto, Francisco Herrera Triguero

Experimentando con la paralelización de un problema de cálculo utilizando hardware gráfico

Francisco Martínez, Antonio Rueda, Francisco Feito-Higueruela, María Frías-Bustamante

Evolutionary Stratified Training Set Selection for Extracting Classification Rules with trade off Precision-Interpretability

José Ramón Cano De Amo, Francisco Herrera Triguero, Manuel Lozano Márquez

Evolutionary fuzzy rule induction process for subgroup discovery: a case study in marketing

Maria José del Jesus Díaz, Pedro González García, Francisco Herrera Triguero, M. Mesonero

Disenos experimentales y tests estadisticos, tendencias actuales en Machine Learning.

J Otero, Luciano Sánchez

Advocating the Use of Imprecisely Observed Data in Genetic Fuzzy Systems

L. Sánchez, I. Couso

Publications

2008

2007

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