Publicaciones del Grupo

ORETO

Publicaciones

Neurocomputing

Scalable kernel logistic regression with Nyström approximation: Theoretical analysis and application to discrete choice modelling

José Ángel Martín Baos; Ricardo García Ródenas; Luis Rodríguez Benítez; Bierlaire , Michel;

2025

JOURNAL OF STRENGTH AND CONDITIONING RESEARCH

Modeling Dynamical Positional Physical Data on Field Zones Occupied by Playing Positions in Elite-Level Futsal

SERRANO , CARLOS; JOSE LUIS FELIPE HERNANDEZ; JORGE FERNANDO GARCIA UNANUE; JESUS VICENTE GIMENEZ DE LOS GALANES AGUIRRE; LUIS JIMENEZ LINARES; ENRIQUE HERNANDO BARRIO; LEONOR GALLARDO GUERRERO; SANCHEZ SANCHEZ, JAVIER;

2025

Information Sciences

An evolutionary approach for efficient prototyping of large time series datasets

PABLO LEON ALCAIDE; LUIS RODRIGUEZ BENITEZ; ESTER DEL CASTILLO HERRERA; JUAN MORENO GARCIA; LUIS JIMENEZ LINARES

2024

International Journal of Information Technology & Decision Making

Decision Support System for Photovoltaic Fault Detection Avoiding Meteorological Conditions

G. ARAGON , ROBERTO; CORNEJO , M. EUGENIA; MEDINA , JESUS; JUAN MORENO GARCIA; RAMIREZ-POUSSA , ELOISA;

2024

Software Impacts

PyKernelLogit: Penalised maximum likelihood estimation of Kernel Logistic Regression in Python

JOSE ANGEL MARTIN BAOS; RICARDO GARCIA RODENAS; MARIA LUZ LOPEZ GARCIA; LUIS RODRIGUEZ BENITEZ;

2024

Transportation Research Procedia

ROBIN: Rail mOBIlity simulatioN

ESTER DEL CASTILLO HERRERA; RICARDO GARCIA RODENAS; LUIS JIMENEZ LINARES; MARIA LUZ LOPEZ GARCIA; JULIO ALBERTO LOPEZ GOMEZ; JOSE ANGEL MARTIN BAOS; JUAN MORENO GARCIA; DAVID MUÑOZ VALERO; LUIS RODRIGUEZ BENITEZ; ENRIQUE ADRIAN VILLARRUBIA MARTIN;

2024

Transportation Research Part C: Emerging Technologies

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice

JOSE ANGEL MARTIN BAOS; JULIO ALBERTO LOPEZ GOMEZ; LUIS RODRIGUEZ BENITEZ; HILLEL , TIM; RICARDO GARCIA RODENAS;

2023

International Journal of Neural Systems

A Hybrid Online Off-Policy Reinforcement Learning Agent Framework Supported by Transformers

ENRIQUE ADRIAN VILLARRUBIA MARTIN; LUIS RODRIGUEZ BENITEZ; LUIS JIMENEZ LINARES; DAVID MUÑOZ VALERO; LIU , JUN;

2023

Sensors

The Edge Application of Machine Learning Techniques for Fault Diagnosis in Electrical Machines

JAVIER DE LAS MORENAS DE LA FLOR; FRANCISCO MOYA FERNANDEZ; JULIO ALBERTO LOPEZ GOMEZ;

2023

Software Impacts

TS-Evolutionary_Prototyping: A Python module for finding the prototype in large sets of time series

LUIS RODRIGUEZ BENITEZ; LEON ALCAIDE, PABLO; ESTER DEL CASTILLO HERRERA; LUIS CABAÑERO GOMEZ; LIU , JUN; LUIS JIMENEZ LINARES;

2023

APPLIED SOFT COMPUTING

A Memetic Chaotic Gravitational Search Algorithm for unconstrained global optimization problems

RICARDO GARCIA RODENAS; LUIS JIMENEZ LINARES; JULIO ALBERTO LOPEZ GOMEZ

2022

International Journal of Approximate Reasoning

Aggregation and definition of an algebraic framework for fuzzy time series: An application in the supply-demand domain

LUIS RODRIGUEZ BENITEZ; JUAN MORENO GARCIA; ESTER DEL CASTILLO HERRERA; LIU , JUN; LUIS JIMENEZ LINARES;

2022

Engineering Applications of Artificial Intelligence

A bilevel approach to enhance prefixed traffic signal optimization

RICARDO GARCIA RODENAS; MARIA LUZ LOPEZ GARCIA; TERESA SANCHEZ RICO; JULIO ALBERTO LOPEZ GOMEZ

2022

Mathematics

An Aggregation Metric Based on Partitioning and Consensus for Asymmetric Distributions in Likert Scale Responses

JUAN MORENO GARCIA; BENITO YAÑEZ ARAQUE; FELIPE HERNANDEZ PERLINES; LUIS RODRIGUEZ BENITEZ;

2022

Journal of Signal Processing Systems for Signal Image and Video Technology

An Internet of Agents Architecture for Training and Deployment of Deep Convolutional Models

LUIS RODRIGUEZ BENITEZ; CORDOBA , CARLOS; LUIS CABAÑERO GOMEZ; RAMON HERVAS LUCAS; LUIS JIMENEZ LINARES;

2022

Transportation Research Procedia

Discrete choice modeling using Kernel Logistic Regression

JOSE ANGEL MARTIN BAOS; RICARDO GARCIA RODENAS; MARIA LUZ LOPEZ GARCIA; LUIS RODRIGUEZ BENITEZ;

2022

Applied Soft Computing

IoT based monitoring of air quality and traffic using regression analysis

JOSE ANGEL MARTIN BAOS; LUIS RODRIGUEZ BENITEZ; RICARDO GARCIA RODENAS; LIU , JUN;

2022

Computational Intelligence and Mathematics for Tackling Complex Problems 2

Syntactic Analysis of Sentences Using Deep Neural Networks

DAVID MUÑOZ VALERO; LUIS RODRIGUEZ BENITEZ; LUIS JIMENEZ LINARES; JUAN MORENO GARCIA;

2022

Computational Intelligence and Mathematics for Tackling Complex Problems 3

Automatic Generation of Linguistic Descriptions of Electricity Consumption in the Buildings of a Large Institution

JUAN MORENO GARCIA; LUIS JIMENEZ LINARES; LUIS RODRIGUEZ BENITEZ;

2022

Computational Intelligence and Mathematics for Tackling Complex Problems 4

Facilitating the Simulation of Domestic Energy Systems Through Linguistic Representations

LUIS RODRIGUEZ BENITEZ; PALOMINO-GOMEZ , PABLO; LUIS JIMENEZ LINARES; JUAN MORENO GARCIA; LIU , JUN;

2022

Técnica Industrial

Experimental Electric Vehicle at Almaden School of Mining and Industrial Engineering

MARIA ANGELES CARRASCO GARCIA; JOSE TEJERO MANZANARES; JULIO ALBERTO LOPEZ GOMEZ; XIAOXIN ZHANG; RAQUEL JURADO MERCHAN; ELENA MARIA BEAMUD GONZALEZ; JOSE MANUEL DE LA CRUZ GOMEZ; EDUARDO PALOMARES NOVALBOS; FRANCISCO MATA CABRERA;

2022

Transportation Research Procedia

A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling

JOSE CARLOS GARCIA GARCIA; RICARDO GARCIA RODENAS; JULIO ALBERTO LOPEZ GOMEZ; JOSE ANGEL MARTIN BAOS;

2022

Sensors

Characterisation of Goal Scoring Patterns during Open Play Related to Zone Pitch Division and Number of Players Involved in the 2018 FIFA World Cup

CERDA , JOAQUIN; SANCHEZ SANCHEZ, JAVIER; VIEJO ROMERO, DAVIED; LUIS JIMENEZ LINARES; JESUS VICENTE GIMENEZ DE LOS GALANES AGUIRRE; JORGE FERNANDO GARCIA UNANUE; JOSE LUIS FELIPE HERNANDEZ;

2021

International Journal of Computational Intelligence Systems

Mathematics and Computational Intelligence Synergies for Emerging Challenges

MEDINA , JESUS; JUAN MORENO GARCIA; RAMIREZ-POUSSA , ELOISA; KOCZY , LASZLO T.;

2021

SoftwareX

eeglib: A Python module for EEG feature extraction

LUIS CABAÑERO GOMEZ; RAMON HERVAS LUCAS; IVAN GONZALEZ DIAZ; LUIS RODRIGUEZ BENITEZ;

2021

Transportation Letters

Revisiting kernel logistic regression under the random utility models perspective. An interpretable machine-learning approach

JOSE ANGEL MARTIN BAOS; RICARDO GARCIA RODENAS; LUIS RODRIGUEZ BENITEZ

2021

Geo-Temas

Elaboración de mapas predictivos para la prospección de antimonio mediante la aplicación de técnicas de inteligencia artificial.

CARRASCO PARDO, DANIEL; SATURNINO LORENZO ALVAREZ; JULIO ALBERTO LOPEZ GOMEZ; JOSE MARIA ESBRI VICTOR; PABLO LEON HIGUERAS HIGUERAS;

2021

Macla

Creación y visualización de mapas prospectivos de mercurio mediante técnicas de inteligencia artificial.

CARRASCO PARDO, DANIEL; JULIO ALBERTO LOPEZ GOMEZ; PABLO LEON HIGUERAS HIGUERAS; JOSE MARIA ESBRI VICTOR; SATURNINO LORENZO ALVAREZ;

2021

Transportation Research Procedia

A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression

JOSE ANGEL MARTIN BAOS; RICARDO GARCIA RODENAS; LUIS RODRIGUEZ BENITEZ;

2021

Technological Forecasting and Social Change

Moderating effect of firm size on the influence of corporate social responsibility in the economic performance of micro-, small- and medium-sized enterprises

JUAN PABLO SANCHEZ-INFANTE HERNANDEZ; BENITO YAÑEZ ARAQUE; JUAN MORENO GARCIA

2020

Applied Sciences

Analyse Success Model of Split Time and Cut-Off Point Values of Physical Demands to Keep Category in Semi-Professional Football Players

JIMENEZ , JESUS VICENTE; LUIS JIMENEZ LINARES; JORGE FERNANDO GARCIA UNANUE; SANCHEZ SANCHEZ, JAVIER; LEONOR GALLARDO GUERRERO; JOSE LUIS FELIPE HERNANDEZ;

2020

International Journal of Computational Intelligence Systems

Using Recurrent Neural Networks for Part-of-Speech Tagging and Subject and Predicate Classification in a Sentence

DAVID MUÑOZ VALERO; LUIS RODRIGUEZ BENITEZ; LUIS JIMENEZ LINARES; JUAN MORENO GARCIA;

2020

Transportation Research Procedica

Passenger Centric Train Timetabling Problem with Elastic Demand

RICARDO GARCIA RODENAS; MARIA LUZ LOPEZ GARCIA; JULIO ALBERTO LOPEZ GOMEZ; LUIS JIMENEZ LINARES;

2020

APPLIED SOFT COMPUTING

A Memetic Chaotic Gravitational Search Algorithm for Unconstrained Global Optimization Problems

RICARDO GARCIA RODENAS; LUIS JIMENEZ LINARES; JULIO ALBERTO LOPEZ GOMEZ

2019

Journal of Ambient Intelligence and Humanized Computing

eeglib: computational analysis of cognitive performance during the use of video games

LUIS CABAÑERO GOMEZ; RAMON HERVAS LUCAS; JOSE BRAVO RODRIGUEZ; LUIS RODRIGUEZ BENITEZ; CHRIS NUGENT

2019

Journal of Science and Medicine in Sport

Predictive modelling of the physical demands during training and competition in professional soccer players

LUIS JIMENEZ LINARES

2019

International Entrepreneurship and Management Journal

The influence of socioemotional wealth in the entrepreneurial orientation of familybusinesses

FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA; BENITO YAÑEZ ARAQUE

2019

Studies in Computational Intelligence

Enhancing the analysis of video time series by means of a multi-agent architecture

LUIS RODRIGUEZ BENITEZ; JUAN GIRALT MUIÑA; D MERINO; LUIS JIMENEZ LINARES; JUAN MORENO GARCIA

2019

IEEE transactions on fuzzy systems

A Linguistic Extension of Petri Nets for the Description of Systems: An Application to Time Series

JUAN MORENO GARCIA; LUIS RODRIGUEZ BENITEZ; LUIS JIMENEZ LINARES; GRACIAN TRIVIÑO BARROS

2018

International Journal of Computational Intelligence Systems

Linguistic modeling and synthesis of heterogeneous energy consumption time series sets

SERGIO MARTINEZ MUNICIO; LUIS RODRIGUEZ BENITEZ; ESTER DEL CASTILLO HERRERA; JUAN GIRALT MUIÑA; LUIS JIMENEZ LINARES

2018

SUMA

Teoría de grafos y redes sociales: un enfoque matemático

JULIO ALBERTO LOPEZ GOMEZ

2018

Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations.17th International Conference, IPMU 2018, C...

Using Syntactic Analysis to Enhance Aspect Based Sentiment Analysis

JUAN MORENO GARCIA; JESUS ROSADO LINARES

2018

Proceedings

Computational EEG Analysis Techniques When Playing Video Games: A Systematic Review

LUIS CABAÑERO GOMEZ; RAMON HERVAS LUCAS; JOSE BRAVO RODRIGUEZ; LUIS RODRIGUEZ BENITEZ;

2018

International Journal of Intelligent Systems

A Road Departure Warning System Based on Video Motion Analysis and Fuzzy Logic

JUAN GIRALT MUIÑA; JUAN MORENO GARCIA; LUIS JIMENEZ LINARES; LUIS RODRIGUEZ BENITEZ

2017

Frontiers in Psychology

From training to organizational behavior: a mediation model through absorptive and innovative capacities

BENITO YANEZ ARAQUE; FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA

2017

Psychology & Marketing

Family Firm Performance: The Influence of Entrepreneurial Orientation and Absorptive Capacity

FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA; BENITO YANEZ ARAQUE

2017

Journal of Computational and Applied Mathematics

Time series represented by means of fuzzy piecewise lineal segments

ANTONIO MORENO GARCIA; JUAN MORENO GARCIA; LUIS JIMENEZ LINARES; LUIS RODRIGUEZ BENITEZ

2017

A Traffic Simulation Tool for Data Mining Analysis

JULIO ALBERTO LOPEZ GOMEZ; AMPARO VILA MIRANDA; RICARDO GARCIA RODENAS

2017

Artificial Neural Networks and Machine Learning - ICANN 2017

On the performance of classic and deep neural models in image recognition

RICARDO GARCIA RODENAS; LUIS JIMENEZ LINARES; JULIO ALBERTO LOPEZ GOMEZ

2017

Conference Proceedings \\\\Innovation, Knowledge, judgment and decision- making as virtuous cycles\\\\

The mediating role of absortive capacities in entrepreneurial orientation in family business

FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA; BENITO YANEZ ARAQUE

2017

JOURNAL OF BUSINESS RESEARCH

Using fuzzy-set qualitative comparative analysis to develop an absorptive capacity-based view of training

FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA; BENITO YAÑEZ ARAQUE

2016

JOURNAL OF BUSINESS RESEARCH

The mediating role of competitive strategy in international entrepreneurial orientation

FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA; BENITO YANEZ ARAQUE

2016

FUZZY SETS AND SYSTEMS

Description of multivariate time series by means of trends characterization in the fuzzy domain

JUAN MORENO GARCIA; JAVIER ABIAN VICEN; LUIS JIMENEZ LINARES; LUIS RODRIGUEZ BENITEZ

2016

SpringerPlus

Training and business performance: the mediating role of absorptive capacities

FELIPE HERNANDEZ PERLINES; JUAN MORENO GARCIA; BENITO YANEZ ARAQUE

2016

10th International Technology, Education and Development Conference Proceedings

Educational potential of Development Cooperation: a University-NGO collaborative experience

DAVID SANCHEZ RAMOS; GEMA SANCHEZ EMETERIO; ESTEFANIA DE LA HOZ MARQUEZ; CARIDAD PEREZ DE LOS REYES; LUIS RODRIGUEZ BENITEZ; IGNACIO GARRIDO SAENZ

2016

Algoritmos Bioinspirados aplicados al control de formaciones en robots

JULIO ALBERTO LOPEZ GOMEZ; LUIS JIMENEZ LINARES

2016

INNOVACION EDUCATIVA EN LAS ENSEÑANZAS TECNICAS

Educación y responsabilidad: Ingeniería o Tecnología para el Desarrollo Humano

GEMA SANCHEZ EMETERIO; DAVID SANCHEZ RAMOS; ENRIQUE VALERO RODRIGUEZ; CARIDAD PEREZ DE LOS REYES; CAYETANO JAVIER SOLANA CIPRES; IGNACIO GARRIDO SAENZ; LUIS RODRIGUEZ BENITEZ

2015

Innovación Educativa en las Enseñanzas Técnicas

Tutorización de trabajos en docencia en el campo de la Cooperación al Desarrollo

LUIS RODRIGUEZ BENITEZ; CARIDAD PEREZ DE LOS REYES; IGNACIO GARRIDO SAENZ; GEMA SANCHEZ EMETERIO; DAVID SANCHEZ RAMOS; JOSE GONZALEZ PIQUERAS

2015