Publications

2011

Interpretability of Linguistic Fuzzy Rule-Based Systems: An Overview of Interpretability Measures

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

On the discovery of association rules by means of evolutionary algorithms

Maria José del Jesus Díaz, José Gámez, Pedro González García, Jose Puerta

Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification

Antonio Jesús Rivera Rivas, Francisco Charte Ojeda, María Dolores Pérez Godoy, Maria José del Jesus Díaz
2011-IWANN-MultilabelTestingCO2RBFN.pdf

2010

Introducing a genetic fuzzy linguistic combination method for bagging fuzzy rule-based multiclassification systems

L. Sánchez, Óscar Cordón García, A. Quirin, K. Trawinski

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

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

A coevolutionary genetic algorithm able to learn a FRBS and detect the less informative instances in low quality problems

Luciano Sánchez

Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy and Comparative Study

Alberto Luis Fernández Hilario, J. Luengo, Salvador García López, E. Bernadó-Mansilla, Francisco Herrera Triguero

GP-COACH: Genetic Programming-based learning of Compact and ACcurate fuzzy rule-based classification systems for High-dimensional problems

Francisco Berlanga, Antonio Jesús Rivera Rivas, Maria José del Jesus Díaz, Francisco Herrera Triguero

Improving the Performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets and Genetic Amplitude Tuning

J. Sanz, Alberto Luis Fernández Hilario, H. Bustince, Francisco Herrera Triguero

Indice de Interpretabilidad Semántica para el Ajuste de Sistemas Basados en Reglas Difusas y Selección de Reglas Mediante un Algoritmo Evolutivo Multi-Objetivo

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

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

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

Intelligent Systems in Long-Term Forecasting of the Extra-Virgin Olive Oil Price in the Spanish Market

María Dolores Pérez Godoy, Pedro Pérez, Antonio Jesús Rivera Rivas, Maria José del Jesus Díaz, María del Pilar Frías Bustamante, Manuel Parras, Nicolás García-Pedrajas, Francisco Herrera Triguero, Colin Fyfe, Jose Benitez, Moonis Ali

Introduction to the Experimental Design in the Data Mining Tool KEEL

Jesus Alcala-Fdez, S Garcia, Luciano Sánchez, I Robles, Maria José del Jesus Díaz, E. Bernadó-Mansilla, Antonio Peregrin, Francisco Herrera Triguero

Mejoras en el Diseño Multiobjetivo de Redes de Funciones de Base Radial

P.L. López, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, María Dolores Pérez Godoy
2010 - ESTYLF.pdf

Comparison of response surface methodology and artificial neural network applied to enzymatic hydrolysis of rapeseed straw

E. Castro, C. Cara, Maria José del Jesus Díaz, V. Rivas

CO2RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market

María Dolores Pérez Godoy, P. Pérez, Antonio Jesús Rivera Rivas, Maria José del Jesus Díaz, Cristóbal J. Carmona, M.P. Frías, M. Parras
2010-Perez-Godoy-IJHIS.pdf

CO2RBFN for Short and Medium Term Forecasting of the Extra Virgin Olive Oil Price

María Dolores Pérez Godoy, P. Pérez, M.P. Frías, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, M. Parras
2010 - NICSO.pdf

A Preliminary Study on Mutation Operators in Cooperative Competitive Algorithms for RBFN Design

María Dolores Pérez Godoy, Antonio Jesús Rivera Rivas, Cristóbal J. Carmona, Maria José del Jesus Díaz
2010 - IEEEWCCS - CoreA.pdf

A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification

Salvador García López, J. Derrac, I. Triguero, Cristóbal J. Carmona, Francisco Herrera Triguero
2010 - IEA-AEI.pdf

A Review on Evolutionary Prototype Selection

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

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental Analysis of Power

Salvador García López, Alberto Luis Fernández Hilario, J. Luengo, Francisco Herrera Triguero

Analysing the Hierarchical Fuzzy Rule Based Classification Systems with Genetic Rule Selection

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

Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets

María Dolores Pérez Godoy, Alberto Fernández, Antonio Rivas, Maria José del Jesus Díaz

Applying multiobjective RBFNNs optimization and feature selection to a mineral reduction problem

Alberto Guillén, Gines Rubio, I Toda, Antonio Rivas, Hector Pomares, Ignacio Ruiz

Assessing the evolution of learning capabilities and disorders with graphical exploratory analysis of surveys containing missing and conflicting answers

Luciano Sánchez, Inés Couso, José Otero, Ana Palacios

Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning

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

The multi-LREP decomposition of solids and its application to a point-in-polyhedron inclusion test

Francisco Martínez, Antonio Rueda, Francisco Feito

Simulating multi-self-similar spatiotemporal models with CUDA

Francisco Martínez, María Frías-Bustamante, María Ruiz-Medina

Time Series forecasting: Automatic Determination of Lags and Radial Basis Neural Networks for a Changing Horizon Environment

Elisabet Parras Gutiérrez, V. Rivas

ReturnOK, la Wiki sobre retroinformática

Lina Cabrera, Ildefonso Ruano, Francisco Charte Ojeda, Andrés Aguilar, José Almagro
2010-IniciaInvUJA-ReturnOK.pdf

ReturnOK: El pasado de la computación personal

Lina García, Ildefonso Ruano, Francisco Charte Ojeda, Andrés Molina, José Ramón Balsas Almagro
2010-CIPHI-Actas.pdf

Preselection of Neurostimulation waveforms for visual prostheses using genetic algorithms

S. Romero, A. Guillén, Cristóbal J. Carmona, C. Morillas, F. Pelayo, H. Pomares
2010 - BIODEVICES.pdf

Preprocessing vague imbalanced datasets and its use in genetic fuzzy classifiers

Ana Palacios, L. Sánchez, I. Couso

Predicción de Series Temporales a largo plazo mediante Algoritmos Meta-evolutivos y Redes Neuronales de Funciones Base Radial

Elisabet Parras Gutiérrez, V. Rivas, M. Olmo, A. Fernandez-Montoya, M. Cillero

On the 2-Tuples Based Genetic Tuning Performance for Fuzzy Rule Based Classification Systems in Imbalanced Data-Sets

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

NMEEF-SD: Non-dominated Multi-objective Evolutionary algorithm for Extracting Fuzzy rules in Subgroup Discovery

Cristóbal J. Carmona, Pedro González García, Maria José del Jesus Díaz, Francisco Herrera Triguero
2010-Carmona-TFS.pdf

Potenciando el aprendizaje proactivo con ILIAS\&WebQuest: aprendiendo a paralelizar algoritmos con GPUs

J Santamaría, Macarena Espinilla, Antonio Rivas, Samuel Romero

Evolutionary algorithms for subgroup discovery applied to e-learning data

Cristóbal J. Carmona, Pedro González García, Maria José del Jesus Díaz, C. Romero, S. Ventura
2010 - IEEEEDUCON.pdf

Solving Multi-Class Problems with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning and Preference Relations

Alberto Luis Fernández Hilario, M. Calderón, E. Barrenechea, H. Bustince, Francisco Herrera Triguero

Optimización Evolutiva Multi-Objetivo de Medidas de Complejidad e Interpretabilidad Semántica para Sistemas Basados en Reglas Lingüísticas

A. Fernandez-Montoya

Aprendizaje de Sistemas Basados en Reglas Difusas Compactos y Precisos con Programación Genética

Francisco Berlanga

Métodos híbridos evolutivos cooperativos-competitivos de diseño de Redes de Funciones de Base Radial

María Dolores Pérez Godoy

Sistemas de Clasificación Basados en Reglas Difusas Lingüísticas Aplicadas a Problemas con Clases No Balanceadas

Alberto Fernández

2009

Diagnose of Effective Evolutionary Prototype Selection using an Overlapping Measure

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

Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification

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

An analysis of evolutionary algorithms with different types of fuzzy rules in subgroup discovery

Cristóbal J. Carmona, Pedro González García, Maria José del Jesus Díaz, Francisco Herrera Triguero
2009 - FUZZIEEE.pdf

CO2RBFN: An evolutionary cooperative-competitive RBFN design algorithm for classification problems

María Dolores Pérez Godoy, Antonio Rivas, Francisco Berlanga, Maria José del Jesus Díaz

Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data

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

Algoritmos simbióticos para la generación de redes RBF: comparativa entre codificaciones real y binaria

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

Algoritmo Genético Multi-Objetivo Avanzado para el ajuste de un sistema difuso aplicado al Control de Sistemas de Ventilación, Calefacción y Aire Acondicionado

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero
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