Listado de producción
Listando 66 resultados
| Titulo | Año | Tipo |
|---|---|---|
Omics Data Preprocessing for Machine Learning: A Case Study in Childhood Obesity
RAFAEL ALCALÁ FERNÁNDEZ, CONCEPCIÓN MARÍA AGUILERA GARCÍA, JESÚS ALCALÁ FERNÁNDEZ, Álvaro Torres Martos, Alberto Ramírez Mena
|
2023 | Articulo |
Mining high average-utility sequential rules to identify high-utility gene expression sequences in longitudinal human studies
RAFAEL ALCALÁ FERNÁNDEZ, JESÚS ALCALÁ FERNÁNDEZ
|
2022 | Articulo |
Transparent but accurate evolutionary regression combining new linguistic fuzzy grammar and a novel interpretable linear extension
RAFAEL ALCALÁ FERNÁNDEZ, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2022 | Articulo |
Estudio y Diseño de Técnicas para la Extracción de Reglas de Asociación Temporales
RAFAEL ALCALÁ FERNÁNDEZ (Codirector), JESÚS ALCALÁ FERNÁNDEZ (Codirector)
|
2021 | Tesis Doctoral |
Temporal association rule mining: An overview considering the time variable as an integral or implied component
RAFAEL ALCALÁ FERNÁNDEZ, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2020 | Articulo |
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research
RAFAEL ALCALÁ FERNÁNDEZ, CONCEPCIÓN MARÍA AGUILERA GARCÍA, JESÚS ALCALÁ FERNÁNDEZ
|
2020 | Articulo |
Experimental Study on 164 Algorithms Available in Software Tools for Solving Standard Non-Linear Regression Problems
RAFAEL ALCALÁ FERNÁNDEZ, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2019 | Articulo |
Evolutionary data mining and applications: A revision on the most cited papers from the last 10 years (2007-2017)
RAFAEL ALCALÁ FERNÁNDEZ, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2018 | Articulo |
Analyzing gender disparities in STEAM: A Case Study from Bioinformatics Workshops in the University of Granada
WALDO FAJARDO CONTRERAS, RAFAEL ALCALÁ FERNÁNDEZ, MARIA CORAL DEL VAL MUÑOZ, JESÚS ALCALÁ FERNÁNDEZ, CARLOS CANO GUTIERREZ, Alberto Fernández Hilario
|
2018 | Articulo |
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification
RAFAEL ALCALÁ FERNÁNDEZ, JESÚS ALCALÁ FERNÁNDEZ, SALVADOR GARCÍA LÓPEZ
|
2017 | Articulo |
Análisis del Equilibrio entre Precisión e Interpretabilidad de los Sistemas Basados en Reglas Difusas Lingüísticos y Aproximativos
RAFAEL ALCALÁ FERNÁNDEZ (Codirector)
|
2014 | Tesis Doctoral |
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
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2014 | Articulo |
METSK-HDe: A Multiobjective Evolutionary Algorithm to learn accurate TSK fuzzy Systems in High-Dimensional and Large-Scale Regression Problems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2014 | Articulo |
Comparison and Design of Interpretable Linguistic vs. Scatter FRBSs: GM3M Generalization and New Rule Meaning Index (RMI) for Global Assessment and Local Pseudo-Linguistic Representation
RAFAEL ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2014 | Articulo |
Study and Design of Multi-Objective Evolutionary Fuzzy Systems for Improving the Interpretability-Accuracy Trade-Off of Linguistic Fuzzy Rule-Based Systems when Dealing with High-Dimensional and Large Scale Problems
RAFAEL ALCALÁ FERNÁNDEZ (Director), FRANCISCO HERRERA TRIGUERO (Director)
|
2013 | Tesis Doctoral |
A Review of the Application of Multi-Objective Evolutionary Fuzzy Systems: Current Status and Further Directions
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2013 | Articulo |
A Study on the Application of Instance Selection Techniques in Genetic Fuzzy Rule-based Classification Systems: Accuracy-complexity Trade-off
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2013 | Articulo |
Special Issue on “Evolutionary Fuzzy Systems” EFSs
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2013 | Editorial |
Hibridación de técnicas clásicas de análisis de imágenes y sistemas difusos evolutivos para la mejora de sistemas de interacción basados en puntero láser
RAFAEL ALCALÁ FERNÁNDEZ (Director)
|
2012 | Tesis Doctoral |
Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems
RAFAEL ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2012 | Articulo |
A Multi-Objective Evolutionary Algorithm for an Effective Tuning of Fuzzy Logic Controllers in Heating, Ventilating and Air Conditioning Systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, MARÍA JOSÉ GACTO COLORADO
|
2012 | Articulo |
Hybrid Laser Pointer Detection Algorithm Based on Template Matching and Fuzzy Rule-Based Systems for Domotic Control in Real Home Enviroments
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2012 | Articulo |
Special Issue on Evolutionary Fuzzy Systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2012 | Editorial |
Automatic Laser Pointer Detection Algorithm for Environment Control Device Systems Based on Template Matching and Genetic Tuning of Fuzzy Rule-Based Systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2012 | Articulo |
Hybrid Laser Pointer Detection Algorithm Based on Template Matching and Fuzzy Rule-Based Systems for Domotic Control in Real Home Enviroments
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2012 | Articulo |
Multiobjective Genetic Fuzzy Rule Selection of Single Granularity-Based Fuzzy Classification Rules and its Interaction with the Lateral Tuning of Membership Functions
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2011 | Articulo |
A Fuzzy Association Rule-Based Classification Model for High-Dimensional Problems with Genetic Rule Selection and Lateral Tuning
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2011 | Articulo |
A Fast and Scalable Multi-Objective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, MARÍA JOSÉ GACTO COLORADO
|
2011 | Articulo |
Interpretability of Linguistic Fuzzy Rule-Based Systems: An Overview of Interpretability Measures
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, MARÍA JOSÉ GACTO COLORADO
|
2011 | Articulo |
Special Issue on Evolutionary Fuzzy Systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2011 | Editorial |
Optimización evolutiva multi-objetivo de medidas de complejidad e interpretabilidad semántica para sistemas basados en reglas lingüísticas
RAFAEL ALCALÁ FERNÁNDEZ (Director), FRANCISCO HERRERA TRIGUERO (Director), MARÍA JOSÉ GACTO COLORADO (Doctorando)
|
2010 | Tesis Doctoral |
Integration of an Index to Preserve the Semantic Interpretability in the Multiobjective Evolutionary Rule Selection and Tuning of Linguistic Fuzzy Systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, MARÍA JOSÉ GACTO COLORADO
|
2010 | Articulo |
A CASE STUDY FOR LEARNING BEHAVIORS IN MOBILE ROBOTICS BY EVOLUTIONARY FUZZY SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, JORGE CASILLAS BARRANQUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2010 | Articulo |
ON THE USE OF DISTRIBUTED GENETIC ALGORITHMS FOR THE TUNING OF FUZZY RULE BASED-SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2010 | Capítulo de libro |
EVOLUTIONARY PARALLEL AND GRADUALLY DISTRIBUTED LATERAL TUNING OF FUZZY RULE-BASED SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2009 | Articulo |
SPECIAL ISSUE ON GENETIC FUZZY SYSTEMS: NEW ADVANCES
RAFAEL ALCALÁ FERNÁNDEZ
|
2009 | Editorial |
ADAPTATION AND APPLICATION OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS FOR RULE REDUCTION AND PARAMETER TUNING OF FUZZY RULE-BASED SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2009 | Articulo |
A MULTI-OBJECTIVE EVOLUTIONARY APPROACH TO CONCURRENTLY LEARN RULE AND DATA BASES OF LINGUISTIC FUZZY RULE-BASED SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
2009 | Articulo |
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2009 | Articulo |
LEARNING WEIGHTED LINGUISTIC RULES TO CONTROL AN AUTONOMOUS ROBOT
RAFAEL ALCALÁ FERNÁNDEZ, JORGE CASILLAS BARRANQUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2009 | Articulo |
Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2009 | Articulo |
Adaptation and application of multi-objective evolutionary algorithms for rule reduction and parameter tuning of fuzzy rule-based systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, MARÍA JOSÉ GACTO COLORADO
|
2009 | Articulo |
On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter Tuning and Rule Selection
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2008 | Capítulo de libro |
GENETIC FUZZY SYSTEMS: WHAT’S NEXT? AN INTRODUCTION TO THE SPECIAL SECTION
RAFAEL ALCALÁ FERNÁNDEZ, OSCAR CORDÓN GARCÍA, Ignacio Rojas Ruiz, JESÚS ALCALÁ FERNÁNDEZ
|
2007 | Editorial |
RULE BASE REDUCTION AND GENETIC TUNING OF FUZZY SYSTEMS BASED ON THE LINGUISTIC 3-TUPLES REPRESENTATION
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2007 | Articulo |
A PROPOSAL FOR THE GENETIC LATERAL TUNING OF LINGUISTIC FUZZY SYSTEMS AND ITS INTERACTION WITH RULE SELECTION
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2007 | Articulo |
GENETIC LEARNING OF ACCURATE AND COMPACT FUZZY RULE BASED SYSTEMS BASED ON THE 2-TUPLES LINGUISTIC REPRESENTATION
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ
|
2007 | Articulo |
LOCAL IDENTIFICATION OF PROTOTYPES FOR GENETIC LEARNING OF ACCURATE TSK FUZZY RULE-BASED SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA, JESÚS ALCALÁ FERNÁNDEZ
|
2007 | Articulo |
A MULTI-OBJECTIVE GENETIC ALGORITHM FOR TUNING AND RULE SELECTION TO OBTAIN ACCURATE AND COMPACT LINGUISTIC FUZZY RULE-BASED SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2007 | Articulo |
MODELADO LINGÜÍSTICO MEDIANTE EL USO DE LA REPRESENTACIÓN DE 2-TUPLAS LINGÜÍSTICAS
RAFAEL ALCALÁ FERNÁNDEZ (Director), FRANCISCO HERRERA TRIGUERO (Director), JESÚS ALCALÁ FERNÁNDEZ (Doctorando)
|
2006 | Tesis Doctoral |
FUZZY RULE REDUCTION AND TUNING OF FUZZY LOGIC CONTROLLERS FOR A HVAC SYSTEM
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JESÚS ALCALÁ FERNÁNDEZ, MARÍA JOSÉ GACTO COLORADO
|
2006 | Capítulo de libro |
HYBRID LEARNING MODELS TO GET THE INTERPRETABILITY-ACCURACY TRADE-OFF IN FUZZY MODELING
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA, JESÚS ALCALÁ FERNÁNDEZ
|
2006 | Articulo |
A GENETIC RULE WEIGHTING AND SELECTION PROCESS FOR FUZZY CONTROL OF HEATING, VENTILATING AND AIR CONDITIONING SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA, ANTONIO GONZALEZ MUÑOZ
|
2005 | Articulo |
USO COMBINADO DE REGLAS LINGÜÍSTIXCAS PONDERADAS Y SELECCIÓN DE REGLAS PARA MEJORAR LA COOPERACIÓN EN MODELADO LINGÜÍSTICO EXTENDIDO
RAFAEL ALCALÁ FERNÁNDEZ (Doctorando), OSCAR CORDÓN GARCÍA (Director)
|
2003 | Tesis Doctoral |
AN ITERATIVE LEARNING METHODOLOGY TO DESIGN HIERARCHICAL SYSTEMS OF LINGUISTIC RULES FOR LINGUISTIC MODELING
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, OSCAR CORDÓN GARCÍA
|
2003 | Capítulo de libro |
APPLYING RULE WEIGHT DERIVATION TO OBTAIN COOPERATIVE RULES
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA
|
2003 | Capítulo de libro |
MULTICRITERIA GENETIC TUNING FOR THE OPTIMIZATION AND CONTROL OF HVAC SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA, ANTONIO GONZALEZ MUÑOZ, JUAN LUIS CASTRO PEÑA, FRANCISCO GABRIEL RAUL PEREZ RODRIGUEZ
|
2003 | Capítulo de libro |
COMBINING RULE WEIGHT LEARNING AND RULE SELECTION TO OBTAIN SIMPLER AND MORE ACCURATE LINGUISTIC FUZZY MODELS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, OSCAR CORDÓN GARCÍA
|
2003 | Capítulo de libro |
LINGUISTIC MODELING WITH WEIGHTED DOUBLE-CONSEQUENT FUZZY RULES BASED ON COOPERATIVE COEVOLUTIONARY LEARNING
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA
|
2003 | Articulo |
FUZZY CONTROL OF HVAC SYSTEMS OPTIMIZED BY GENETIC ALGORITHMS
RAFAEL ALCALÁ FERNÁNDEZ, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA, FRANCISCO GABRIEL RAUL PEREZ RODRIGUEZ
|
2003 | Articulo |
LINGUISTIC MODELING WITH HIERARCHICAL SYSTEMS OF WEIGHTED LINGUISTIC RULES
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, OSCAR CORDÓN GARCÍA, JOSÉ RAMÓN CANO DE AMO
|
2003 | Articulo |
TECHNIQUES FOR DESIGNING AND REFINING LINGUISTIC FUZZY MODELS TO IMPROVE THEIR ACCURACY
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA
|
2002 | Capítulo de libro |
BUILDING FUZZY GRAPHS: FEATURES AND TAXONOMY OF LEARNING FOR NON-GRID-ORIENTED FUZZY RULE-BASED SYSTEMS
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA
|
2001 | Review |
A multicriteria genetic tuning for fuzzy logic controllers
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, ANTONIO GONZALEZ MUÑOZ, JUAN LUIS CASTRO PEÑA
|
2001 | Articulo |
LEARNING AND TUNING FUZZY RULE-BASED SYSTEMS FOR LINGUISTIC MODELING AND THEIR APPLICATION
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO, JORGE CASILLAS BARRANQUERO, OSCAR CORDÓN GARCÍA
|
2000 | Capítulo de libro |
Special Issue on Evolutionary Fuzzy Systems
RAFAEL ALCALÁ FERNÁNDEZ, FRANCISCO HERRERA TRIGUERO
|
- | Editorial |