Publications

2012

Coevolution of lags and RBFNs for time series forecasting: L-Co-R algorithm

Elisabet Parras Gutiérrez, M. García-Arenas, V. Rivas, Maria José del Jesus Díaz

COMBINING ADABOOST WITH PREPROCESSING ALGORITHMS FOR EXTRACTING FUZZY RULES FROM LOW QUALITY DATA IN POSSIBLY IMBALANCED PROBLEMS

Ana Palacios, Luciano Sánchez, Inés Couso

Cost Sensitive and Preprocessing for Classification with Imbalanced Data-sets: Similar Behaviour and Potential Hybridizations

Victoria López, Alberto Fernández, Maria José del Jesus Díaz, Francisco Herrera Triguero

Eliciting a human understandable model of ice adhesion strength for rotor blade leading edge materials from uncertain experimental data

Ana Palacios, José Palacios, Luciano Sánchez

Evolutionary-Based Selection of Generalized Instances for Imbalanced Classification

Salvador García López, J. Derrac, I. Triguero, Cristóbal J. Carmona, Francisco Herrera Triguero

2012-Garcia-KBS.pdf

Feature Selection and Granularity Learning in Genetic Fuzzy Rule-Based Classication Systems for Highly Imbalanced Data-Sets

P. Villar, Alberto Luis Fernández Hilario, R. Carrasco, Francisco Herrera Triguero

Genetic lateral tuning for subgroup discovery with fuzzy rules using the algorithm NMEEF-SD

Cristóbal J. Carmona, Pedro González García, M. Gacto, Maria José del Jesus Díaz

2012-Carmona-IJCIS.pdf

IIVFDT: Ignorance Functions based Interval-Valued Fuzzy Decision Tree with Genetic Tuning. International Journal of Uncertainty

J. Sanz, Alberto Luis Fernández Hilario, H. Bustince

Improving Multi-label Classifiers via Label Reduction with Association Rules

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

2012-HAIS-LabelReduction.pdf

Mining Fuzzy Association Rules from Low Quality Data

Ana Palacios, M. Gacto, Jesus Alcala-Fdez

Predictive-collaborative model as recovery and validation tool. Case of study: Psychiatric emergency department decision support

José Ramón Cano De Amo

PRESETEMP: Predicción de Series Temporales mediante técnicas de Minería de Datos

V. Rivas, Elisabet Parras Gutiérrez, María Dolores Pérez Godoy, Antonio Jesús Rivera Rivas, M. Olmo, M.G. Arenas, A. Fernandez-Montoya, M. Cillero, Eulogio Galiano

Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

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

Analysing the Moodle e-learning platform through subgroup discovery algorithms based on evolutionary fuzzy systems

Cristóbal J. Carmona, David Elizondo

Replacement Strategies to Preserve Useful Diversity in Steady-State Genetic Algorithms

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

Subgroup Discovery Applied to the e-Commerce Website OrOliveSur.com

Cristóbal J. Carmona, S. Ramírez-Gallego, F. Torres, E. Bernal, Maria José del Jesus Díaz

2012 - ICEIS.pdf

Un sistema de clasificación basado en reglas difusas jerárquico con programación genética para problemas de clasificación altamente no balanceados

Victoria López, Alberto Fernández, Maria José del Jesus Díaz, Francisco Herrera Triguero

Universol Project. Final Results

Maria José del Jesus Díaz, Juan De La Casa-Higueras

Web usage mining to improve the design of an e-commerce website: OrOliveSur.com

Cristóbal J. Carmona, S. Ramírez-Gallego, F. Torres, E. Bernal, Maria José del Jesus Díaz

2012-Carmona-ESWA-I.pdf

2011

Redes neuronales coevolutivas aplicadas a la resolución de problemas de series temporales

Elisabet Parras Gutiérrez

Sistemas Difusos Evolutivos para la Obtención de Modelos Descriptivos mediante Aprendizaje Supervisado

Cristóbal J. Carmona, Pedro González García, Maria José del Jesus Díaz

Subgroup Discovery: Real-World Applications

Cristóbal J. Carmona, David Elizondo

A double axis classi

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

A Double Axis Classification of Interpretability Measures for Linguistic Fuzzy Rule-Based Systems

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero, Anna Fanelli, Witold Pedrycz, Alfredo Petrosino

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

Rafael Alcalá, M. Gacto, Francisco Herrera Triguero

A Genetic Tuning to Improve the Performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of Ignorance and Lateral Position

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

A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods

Antonio Jesús Rivera Rivas, Pedro Pérez-Recuerda, María Dolores Pérez Godoy, Maria José del Jesus Díaz, María del Pilar Frías Bustamante, Manuel Parras

A Summary on the Study of the Medium-Term Forecasting of the Extra-Virgen Olive Oil Price

Antonio Jesús Rivera Rivas, María Dolores Pérez Godoy, Maria José del Jesus Díaz, Pedro Pérez-Recuerda, María del Pilar Frías Bustamante, Manuel Parras, Jose Lozano, José Gámez, José Moreno

Addressing Data Complexity for Imbalanced Data Sets: Analysis of SMOTE-based Oversampling and Evolutionary Undersampling

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

Analysis of the Impact of Using Different Diversity Functions for the Subgroup Discovery Algorithm NMEEF-SD

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

2011 - GEFS.pdf

Descubrimiento de subgrupos mediante sistemas difusos evolutivos

Cristóbal J. Carmona

Evolutionary Fuzzy Rule Extraction for Subgroup Discovery in a Psychiatric Emergency Department

Cristóbal J. Carmona, Pedro González García, Maria José del Jesus Díaz, M. Navío, L. Jiménez

2011-Carmona-SoCo.pdf, 2011-Carmona-SoCo.pdf

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

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

Evolutionary Selection of Hyperrectangles in Nested Generalized Exemplar Learning

Salvador García López, J. Derrac, J. Luengo, Cristóbal J. Carmona, Francisco Herrera Triguero

2011-Garcia-ASOC.pdf

Future Performance Modeling in Athletism with Low Quality Data-based Genetic Fuzzy Systems

Ana Palacios, Luciano Sánchez, Inés Couso

Inner and outer fuzzy approximations of confidence intervals

Inés Couso, Luciano Sánchez

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

M. Gacto, Rafael Alcalá, Francisco Herrera Triguero

Introducción de información geográfica en terrenos 3D

Ángel Aguilera García, Juan Jiménez-Perez, Francisco Martínez

KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework

Jesus Alcala-Fdez, Alberto Luis Fernández Hilario, J. Luengo, J. Derrac, Salvador García López, L. Sánchez, Francisco Herrera Triguero

Linguistic cost-sensitive learning of genetic fuzzy classifiers for imprecise data

Ana Palacios, Luciano Sánchez, Inés Couso

Managing stochastic algorithms cross-validation variability using an interval valued multiple comparison procedure

José Otero, Luciano Sánchez, Ana Palacios, Inés Couso

Mark-recapture techniques in statistical tests for imprecise data

Inés Couso, Luciano Sánchez

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

Obtaining fuzzy rules from interval-censored data with genetic algorithms and a random sets-based semantic of the linguistic labels

Luciano Sánchez, Inés Couso

On the discovery of association rules by means of evolutionary algorithms

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

Operaciones Booleanas sobre polígonos

Francisco Martínez, Ángel Aguilera García, Juan Jiménez-Perez

Singular spectral analysis of ill-known signals and its application to predictive maintenance of windmills with SCADA records

Luciano Sánchez, Inés Couso

Subgroup discovery in an e-learning usage study based on Moodle

Cristóbal J. Carmona, Pedro González García, Maria José del Jesus Díaz, S. Ventura

2011 - ICEUTE.pdf

The Magina Project. The Renewables Potential for Electricity Production in the Province of Jaen, Southern Spain

Julio Terrados, Jose Ruiz-Arias, L Hontoria, Gabino Almonacid, Pedro Perez-Higueras, D Pozo-Vazquez, F.J. Gallego, P Gomez, Eulogio Castro, A Martin-Mesa, Maria José del Jesus Díaz

Using the Adaboost algorithm for extracting fuzzy rules from low quality data: Some preliminary results

Ana Palacios, L. Sánchez, I. Couso