Listado de producción
Listando 84 resultados
| Titulo | Año | Tipo |
|---|---|---|
Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of machine learning
Alberto Guillén Perales
|
2022 | Articulo |
Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies
PEDRO ANGEL CASTILLO VALDIVIESO, Alberto Guillén Perales
|
2021 | Capítulo de libro |
Muon identification in a compact single-layered water Cherenkov detector and gamma/hadron discrimination using machine learning techniques
Alberto Guillén Perales
|
2021 | Articulo |
Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals
Alberto Guillén Perales
|
2021 | Articulo |
Muon identification in a compact single-layered water Cherenkov detector and gamma/hadron discrimination using machine learning techniques
Alberto Guillén Perales
|
2021 | Articulo |
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2021 | Articulo |
Composition Classification of Ultra-High Energy Cosmic Rays
Alberto Guillén Perales, Oresti Baños Legrán
|
2020 | Articulo |
A comparative analysis of machine learning techniques for muon count in UHECR extensive air-showers
Alberto Guillén Perales
|
2020 | Articulo |
Adoption of electric vehicles: Which factors are really important?
FRANCISCO J. LIEBANA CABANILLAS, Alberto Guillén Perales
|
2020 | Articulo |
Assessing university students’ perception of academic quality using machine learning
FRANCISCO J. LIEBANA CABANILLAS, Alberto Guillén Perales
|
2020 | Articulo |
ml-experiment: A Python framework for reproducible data science
Alberto Guillén Perales
|
2020 | Articulo |
Using Convolutional Neural Networks for Muon detection in WCD tank
Alberto Guillén Perales
|
2020 | Articulo |
A Preliminary Approach to Composition Classification of Ultra-High Energy Cosmic Rays
Alberto Guillén Perales
|
2019 | Capítulo de libro |
Deep learning techniques applied to the physics of extensive air showers
ANTONIO BUENO VILLAR, Alberto Guillén Perales, PATRICIA SANCHEZ LUCAS
|
2019 | Articulo |
Plataforma de entranmiento para detectar FakeNews en los Recursos Educativos como Internet
Alberto Guillén Perales
|
2018 | Articulo |
Decision Support System to Determine Intention to Use Mobile Payment Systems on Social Networks: A Methodological Analysis
FRANCISCO J. LIEBANA CABANILLAS, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2016 | Articulo |
Variable selection for payment in social networks: Introducing the Hy-index
Alberto Guillén Perales
|
2016 | Articulo |
Variable selection for payment in social networks: Introducing the Hy-index
FRANCISCO J. LIEBANA CABANILLAS, Alberto Guillén Perales
|
2016 | Articulo |
Mutual Information-based Feature Selection in Spectrometric Data for Agriculture Applications
MARÍA DEL MAR PÉREZ GÓMEZ, Ignacio Rojas Ruiz, Alberto Guillén Perales, RAZVAN IONUT GHINEA
|
2015 | Otro tipo de publicación en revista |
Multi-sensor Fusion Based on Asymmetric Decision Weighting for Robust Activity Recognition
Miguel Damas Hermoso, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, Oresti Baños Legrán
|
2015 | Articulo |
On the Development of A Real-Time Multi-Sensor Activity Recognition System
Miguel Damas Hermoso, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, Oresti Baños Legrán
|
2015 | Capítulo de libro |
Fast Feature Selection in a GPU Cluster Using the Delta Test
Héctor Pomares Cintas, Ignacio Rojas Ruiz, MARIA ISABEL GARCÍA ARENAS, Alberto Guillén Perales
|
2014 | Articulo |
An effective, practical and low computational cost framework for the integration of heterogeneous data to predict functional associations between proteins by means of Artificial Neural Networks
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2013 | Articulo |
Parametric and Non-parametric feature selection for kidney transplants
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2013 | Articulo |
Analysing user Trust in Electronic Banking using Data Mining Methods
FRANCISCO J. LIEBANA CABANILLAS, Alberto Guillén Perales
|
2013 | Articulo |
Combination of Heterogeneous EEG Feature Extraction Methods and stacked Sequential Learning for Sleep Stage Classification
Alberto Guillén Perales
|
2013 | Articulo |
Color fuzzy set design for dental applications
MARÍA DEL MAR PÉREZ GÓMEZ, Ignacio Rojas Ruiz, JUAN DE LA CRUZ CARDONA PÉREZ, Alberto Guillén Perales, ANA-MARIA-ANDREEA IONESCU, RAZVAN IONUT GHINEA
|
2013 | Articulo |
Evolutive Approaches for Variable Selection Using a Non-parametric Noise Estimator
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2012 | Capítulo de libro |
Applying Multi-Objective Optimization for Variable Selection to Analyse User Trust in Electronic Banking
FRANCISCO MUÑOZ LEIVA, Alberto Guillén Perales
|
2012 | Capítulo de libro |
THE TASE-NF MODEL FOR FUNCTION APPROXIMATION PROBLEMS: APPROACHING LOCAL AND GLOBAL MODELLING
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2011 | Articulo |
GLOBAL AND LOCAL MODELLING IN RBF NETWORKS
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2011 | Articulo |
BOLONIA ‘FOR DUMMIES’
CHRISTIAN AGUSTÍN MORILLAS GUTIÉRREZ, Alberto Guillén Perales, SAMUEL FRANCISCO ROMERO GARCÍA, ANTONIO JAVIER DÍAZ ALONSO
|
2011 | Articulo |
Determining Marital Dissolutions Duration with Fuzzy Inference Systems
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2011 | Articulo |
Desarrollo de un Entorno Integrado para un Computador Didáctico Elemental, para la Asignatura de Fundamentos de Informática del Nuevo Grado en Ingeniería de Tecnologías de Telecomunicación
Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2011 | Articulo |
Preventig the impact of marital Dissolutions in Children by Regression Techniques
NURIA RICO CASTRO, Alberto Guillén Perales
|
2011 | Articulo |
MODELOS AVANZADOS DE INTELIGENCIA COMPUTACIONAL PARA APROXIMACIÓN FUNCIONAL Y PREDICCIÓN DE SERIES TEMPORALES EN ARQUITECTURAS PARALELAS.
Héctor Pomares Cintas (Director), Ignacio Rojas Ruiz (Director), Alberto Guillén Perales (Director)
|
2010 | Tesis Doctoral |
DESIGN OF SPECIFIC-TO-PROBLEM KERNELS AND USE OF KERNEL WEIGHTED K-NEAREST NEIGHBOURS FOR TIME SERIES MODELLING
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2010 | Articulo |
Applying Multiobjective RBFNNs Optimization and Feature Selection to a Mineral Reduction Problem
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2010 | Articulo |
Using Near-Infrared Spectroscopy in the Classification of White and Iberian Pork with Neural Networks
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2010 | Articulo |
OP-KNN: METHOD AND APPLICATIONS, ADVANCES IN ARTIFICIAL NEURAL SYSTEMS.
Alberto Guillén Perales
|
2010 | Articulo |
Recursive prediction for long term time series forecasting
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2010 | Capítulo de libro |
Parallel Multiobjective Memetic RBFNNs Design and Feature Selection for Function Approximation Problems
BEATRIZ PRIETO CAMPOS, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2009 | Articulo |
MUTUAL INFORMATION BASED INITIALIZATION OF FORWARD-BACKWARD SEARCH FOR FEATURE SELECTION IN REGRESSION PROBLEMS
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2009 | Articulo |
STRENGTHENING THE FORWARD VARIABLE SELECTION STOPPING CRITERION
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2009 | Articulo |
INTELLIGENT SYSTEM BASED ON GENETIC PROGRAMMING FOR ATRIAL FIBRILLATION CLASSIFICATION
JOSE LUIS BERNIER VILLAMOR, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2009 | Articulo |
GLOBAL AND LOCAL MODELLING IN RADIAL BASIS FUNCTIONS NETWORKS
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2009 | Articulo |
EFFICIENT OPTIMIZATION OF THE PARAMETERS OF LS-SVM FOR REGRESSION VERSUS CROSS-VALIDATION ERROR
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2009 | Articulo |
CREATION OF SPECIFIC-TO-PROBLEM KERNEL FUNCTIONS FOR FUNCTION APPROXIMATION
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2009 | Articulo |
IMPLEMENTATION OF A DIDACTIC INTERPRETER FOR CODE-2
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2009 | Capítulo de libro |
PC ARCHITECTURE LEARNING THROUGH THE COMBINATION OF HARDWARE EXAMINATION AND THE USE OF SYSTEM INFORMATION SOFTWARE
FERNANDO ROJAS RUIZ, Alberto Guillén Perales
|
2009 | Capítulo de libro |
SOFT-COMPUTING TECHNIQUES AND ARMA MODEL FOR TIME SERIES PREDICTION
MIGUEL PASADAS FERNANDEZ, FERNANDO ROJAS RUIZ, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2008 | Articulo |
STUDYING POSSIBILITY IN A CLUSTERING ALGORITHM FOR RBFNN DESIGN FOR FUNCTION APPROXIMATION
FERNANDO ROJAS RUIZ, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2008 | Articulo |
SOFT-COMPUTING TECHNIQUES AND ARMA MODEL FOR TIME SERIES PREDICTION: NEURAL NETWORKS: ALGORITHMS AND APPLICATIONS, 4TH INTERNATIONAL SYMPOSIUM ON NEURAL NETWORKS; 50 YEARS OF ARTIFICIAL INTELLIGENCE: A NEURONAL APPROACH, CAMPUS MULTIDISCIPLINARY IN PERCEP
MIGUEL PASADAS FERNANDEZ, FERNANDO ROJAS RUIZ, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2008 | Articulo |
HYBRIDIZATION OF INTELLIGENT TECHNIQUES AND ARIMA MODELS FOR TIME SERIES PREDICTION: THEME: FUZZY MODELS AND APPROXIMATION METHODS
MIGUEL PASADAS FERNANDEZ, FERNANDO ROJAS RUIZ, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2008 | Articulo |
PARALLEL MULTI-OBJECTIVE MEMETIC RBFNNS DESIGN AND FEATURE SELECTION FOR FUNCTION
Héctor Pomares Cintas, ALBERTO PRIETO ESPINOSA, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2007 | Articulo |
ON INCORPORATING SEASONAL INFORMATION ON RECURSIVE TIME SERIES PREDICTORS
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2007 | Articulo |
DISEÑO DE SISTEMAS INTELIGENTES EN PLATAFORMAS DE CÓMPUTO PARALELAS
Héctor Pomares Cintas (Director), Ignacio Rojas Ruiz (Director), Jesús González Peñalver (Director), Alberto Guillén Perales (Doctorando)
|
2007 | Tesis Doctoral |
A FIRST APPROACH TO BIRTH WEIGHT PREDICTION USING RBFNN
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2007 | Articulo |
BOOSTING THE PERFORMANCE OF A MULTIOBJECTIVE ALGORITHM TO DESIGN RBFNN THROUGH PARALLEIZATION
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2007 | Articulo |
OUTPUT VALUE-BASED INITIALIZATION FOR RADIAL BASIS FUNCTION NEURAL NETWORKS
FERNANDO ROJAS RUIZ, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2007 | Articulo |
RECURSIVE PREDICTION FOR LONG TERM TIME SERIES FORECASTING USING ADVANCED MODELS
Héctor Pomares Cintas, ALBERTO PRIETO ESPINOSA, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2007 | Articulo |
MULTIGRID-BASED FUZZY SYSTEMS FOR TIME SERIES PREDICTION: CATS COMPETITION
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales
|
2007 | Articulo |
USING FUZZY LOGIC TO IMPROVE A CLUSTERING TECHNIQUE FOR FUNCTION APPROXIMATION
Héctor Pomares Cintas, ALBERTO PRIETO ESPINOSA, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2007 | Articulo |
IMPROVING THE ACCURACY WHILE PRESERVING THE INTERPRETABILITY OF FUZZY FUNCTION APPROXIMATORS BY MEANS OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS
FERNANDO ROJAS RUIZ, JOSE MANUEL PALOMARES MUÑOZ, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales
|
2007 | Articulo |
EFECTIVE INPUT VARIABLE SELECTION FOR FUNCTION APPROXIMATION
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Articulo |
IMPROVING THE PERFORMANCE OF MULTI-OBJECTIVE GENETIC ALGORITHM FOR FUNCTION APPROXIMATION THROUGH PARALLEL ISLANDS SPECIALISATION
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Articulo |
MULTIOBJECTIVE RBFNNS DESIGNER FOR FUNCTION APPROXIMATION: AN APPLICATION FOR MINERAL REDUCTION
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Articulo |
ADVANCED DIDACTIC COMPUTER TRAINER FOR THE SIMULATION AND CHECKING OF THE FUNCTIONAL BLOCKS OF A PERSONAL COMPUTER
Miguel Damas Hermoso, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Capítulo de libro |
NOVEL ASSEMBLER TO FACILITATE THE UNDERSTANDING OF HOW PROCESSORS WORK
Miguel Damas Hermoso, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Capítulo de libro |
A FUZZY-POSSIBILISTIC FUZZY RULED CLUSTERING ALGORITHM FOR RBFNNS DESIGN
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Articulo |
PREDICTING TIME SERIES WITH ADVANCED HYBRID SYSTEMS
Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales
|
2006 | Articulo |
HIERARCHICAL STRUCTURE FOR FUNCTION APPROXIMATION USING RADIAL BASIS FUNCTION
Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2006 | Articulo |
ADAPTIVE FUZZY CONTROLLER: APPLICATION TO THE CONTROL OF THE TEMPERATURE OF A DYNAMIC ROOM IN REAL TIME
FERNANDO ROJAS RUIZ, Héctor Pomares Cintas, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2006 | Articulo |
TASE MODEL FOR LONG TERM TIME SERIES FORECASTING
Héctor Pomares Cintas, ALBERTO PRIETO ESPINOSA, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2005 | Articulo |
NEW TECHNIQUE FOR INITIALIZATION OF CENTRES IN TSK CLUSTERING-BASED FUZZY SYSTEMS
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2005 | Articulo |
CLUSTERING-BASED TSK NEURO-FUZZY MODEL FOR FUNCTION APPROXIMATION WITH INTERPRETABLE SUB-MODELS
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2005 | Articulo |
APPROXIMATING I/O DATA USING RADIAL BASIS FUNCTIONS: A NEW CLUSTERING-BASED APPROACH
FERNANDO ROJAS RUIZ, Héctor Pomares Cintas, Alberto Guillén Perales
|
2005 | Articulo |
IMPROVING CLUSTERING TECHNIQUE FOR FUNCTIONAL APPROXIMATION PROBLEM USING FUZZY LOGIC: ICFA ALGORITHM
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2005 | Articulo |
USING FUZZY CLUSTERING TECHNIQUE FOR FUNCTION APPROXIMATION TO APPROXIMATE ECG SIGNALS
Ignacio Rojas Ruiz, EDUARDO ROS VIDAL, Alberto Guillén Perales
|
2005 | Articulo |
A POSSIBILITIC APPROACH TO RBFN CENTERS INITIALIZATION
Héctor Pomares Cintas, ALBERTO PRIETO ESPINOSA, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2005 | Articulo |
INTERPRETABLE RULE EXTRACTION AND FUNCTION APPROXIMATION FROM NUMERICAL INPUT/OUTPUT DATA USING THE MODIFIED FUZZY TSK MODEL: TASE MODEL
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2005 | Articulo |
ANALYSIS OF THE TASE-II TSK-TYPE FUZZY SYSTEM FOR FUNCTION APPROXIMATION
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales, OLGA VALENZUELA CANSINO
|
2005 | Articulo |
A BASIC APPROACH TO REDUCE THE COMPLEXITY OF A SELF-GENERATED FUZZY RULE-TABLE FOR FUNCTION APPROXIMATION BY USE OF SYMBOLIC INTERPOLATION
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Alberto Guillén Perales
|
2005 | Articulo |
RBF CENTERS INITIALIZATION USING FUZZY CLUSTERING TECHNIQUE FOR FUNCTION APPROXIMATION PROBLEMS
Héctor Pomares Cintas, Ignacio Rojas Ruiz, Jesús González Peñalver, Alberto Guillén Perales
|
2005 | Articulo |