Lineas de Investigación

01. Neurocomputación, análisis de imágenes digitales, sistemas inteligentes de ayuda a la decisión, aprendizaje computacional, análisis de agrupaciones, toma de decisión.



Proyectos de Investigación

MV20/00008 Desarrollo de métodos de procesamiento de imágenes biomédicas y aprendizaje automático para la evaluación cuantitativa de la gravedad de las lesiones cerebrales traumáticas ( TBI)

Instituto de Salud Carlos III
. 2020

Ayuda para la realización de proyectos piloto intramuros, incentivadores de la colaboración entre grupos y con base en el uso de tecnologías innovadoras aplicadas a la salud. Área IBIMA TECH

FIMABIS
. 2019

IFI19/00009 Contratos I-PFIS: Doctorados IIS-Empresa en ciencias y tecnologías de la salud

ISCIII
. 2019

Detección de agentes de comportamiento anómalo mediante aprendizaje profundo en sistemas inteligentes de videovigilancia de bajo coste

Junta de Andalucía
. 2019

Dominguez Merino, Enrique

IP Infraestructura

Detección de agentes de comportamiento anómalo mediante aprendizaje profundo en sistemas inteligentes de videovigilancia de bajo coste

Ministerio de Economía y Empresa
. 2019

Publicaciones científicas

  • Todo
  • D1
  • Q1
  • Q2
  • Otro
Algorithmic Music for Therapy: Effectiveness and Perspectives

Raglio, A; Baiardi, P; Vizzari, G; Imbriani, M; Castelli, M; Manzoni, S; Vico, F; Manzoni, L APPLIED SCIENCES-BASEL 2021

Anomalous object detection by active search with PTZ cameras

Lopez-Rubio, E; Molina-Cabello, MA; Castro, FM; Luque-Baena, RM; Marin-Jimenez, MJ; Guil, N EXPERT SYSTEMS WITH APPLICATIONS 2021

Assignment of Custody after Divorce. Differences and Similarities in the Case of Dissolutions of Heterosexual and Homosexual Couples

Becerril-Ruiz, D; Jimenez-Cabello, J; Garcia-Moreno, JM REVISTA ESPANOLA DE INVESTIGACIONES SOCIOLOGICAS 2021

Bayesian and Neural Inference on LSTM-Based Object Recognition From Tactile and Kinesthetic Information

Pastor, F; Garcia-Gonzalez, J; Gandarias, JM; Medina, D; Closas, P; Garcia-Cerezo, AJ; Gomez-de-Gabriel, JM IEEE ROBOTICS AND AUTOMATION LETTERS 2021

Characterizing Highly Cited Papers in Mass Cytometry through H-Classics

Di Zeo-Sánchez DE, Sánchez-Núñez P, Stephens C, Lucena MI Biology 2021 Feb 2;10(2):

Citation Classics in Consumer Neuroscience, Neuromarketing and Neuroaesthetics: Identification and Conceptual Analysis

Sánchez-Núñez P, Cobo MJ, Vaccaro G, Peláez JI, Herrera-Viedma E Brain sciences 2021 Apr 27;11(5):

Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images

Calderon-Ramirez S, Yang S, Moemeni A, Elizondo D, Colreavy-Donnelly S, et al. Applied soft computing 2021 Nov;111():107692

Ensemble ellipse fitting by spatial median consensus

Thurnhofer-Hemsi, K; Lopez-Rubio, E; Blazquez-Parra, EB; Ladron-de-Guevara-Munoz, MC; de-Cozar-Macias, OD INFORMATION SCIENCES 2021

Fuzzy Logic Applied to System Monitors

Khan, N; Elizondo, DA; Deka, L; Molina-Cabello, MA IEEE ACCESS 2021

Impact of Visual Design Elements and Principles in Human Electroencephalogram Brain Activity Assessed with Spectral Methods and Convolutional Neural Networks

Cabrera FE, Sánchez-Núñez P, Vaccaro G, Peláez JI, Escudero J Sensors (Basel, Switzerland) 2021 Jul 9;21(14):

Improving Uncertainty Estimation With Semi-Supervised Deep Learning for COVID-19 Detection Using Chest X-Ray Images

Calderon-Ramirez S, Yang S, Moemeni A, Colreavy-Donnelly S, Elizondo DA, et al. IEEE access : practical innovations, open solutions 2021;9():85442-85454

Road pollution estimation from vehicle tracking in surveillance videos by deep convolutional neural networks

Garcia-Gonzalez, J; Molina-Cabello, MA; Luque-Baena, RM; Ortiz-de-Lazcano-Lobato, JM; Lopez-Rubio, E APPLIED SOFT COMPUTING 2021

Skin Lesion Classification by Ensembles of Deep Convolutional Networks and Regularly Spaced Shifting

Thurnhofer-Hemsi, K; Lopez-Rubio, E; Dominguez, E; Elizondo, DA IEEE ACCESS 2021

The Discovery of Family Policies in Spain: Between Ideology and Pragmatism

Sanchez, LA; Jimenez, MB REVISTA ESPANOLA DE INVESTIGACIONES SOCIOLOGICAS 2021

Using Formal Grammars as Musical Genome

Albarracin-Molina, DD; Raglio, A; Rivas-Ruiz, F; Vico, FJ APPLIED SCIENCES-BASEL 2021

A global prediction model for sudden stops of capital flows using decision trees

Salas MB, Alaminos D, Fernández MA, López-Valverde F PloS one 2020;15(2):e0228387

Aggregation of Convolutional Neural Network Estimations of Homographies by Color Transformations of the Inputs

Molina-Cabello, MA; Elizondo, DA; Luque-Baena, RM; Lopez-Rubio, E IEEE ACCESS 2020

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

Gorriz, JM; Ramirez, J; Ortiz, A; Martinez-Murcia, FJ; Segovia, F; Suckling, J; Leming, M; Zhang, YD; Alvarez-Sanchez, JR; Bologna, G; Bonomini, P; Casado, FE; Charte, D; Charte, F; Contreras, R; Cuesta-Infante, A; Duro, RJ; Fernandez-Caballero, A; Fernandez-Jover, E; Gomez-Vilda, P; Grana, M; Herrera, F; Iglesias, R; Lekova, A; de Lope, J; Lopez-Rubio, E; Martinez-Tomas, R; Molina-Cabello, MA; Montemayor, AS; Novais, P; Palacios-Alonso, D; Pantrigo, JJ; Payne, BR; Lopez, FD; Pinninghoff, MA; Rincon, M; Santos, J; Thurnhofer-Hemsi, K; Tsanas, A; Varela, R; Ferrandez, JM NEUROCOMPUTING 2020

Background subtraction by probabilistic modeling of patch features learned by deep autoencoders

Garcia-Gonzalez, J; Ortiz-de-Lazcano-Lobato, JM; Luque-Baena, RM; Lopez-Rubio, E INTEGRATED COMPUTER-AIDED ENGINEERING 2020

Comparison matrix geometric index: A qualitative online reputation metric

Vaccaro, G; Cabrera, FE; Pelaez, JI; Vargas, LG APPLIED SOFT COMPUTING 2020

Content based image retrieval by ensembles of deep learning object classifiers

Hamreras, S; Boucheham, B; Molina-Cabello, MA; Benitez-Rochel, R; Lopez-Rubio, E INTEGRATED COMPUTER-AIDED ENGINEERING 2020

Daily music listening to reduce work-related stress: a randomized controlled pilot trial

Raglio A, Bellandi D, Gianotti M, Zanacchi E, Gnesi M, et al. Journal of public health (Oxford, England) 2020 Feb 28;42(1):e81-e87

Deep learning-based super-resolution of 3D magnetic resonance images by regularly spaced shifting

Thurnhofer-Hemsi, K; Lopez-Rubio, E; Dominguez, E; Luque-Baena, RM; Roe-Vellve, N NEUROCOMPUTING 2020

Deep learning-based video surveillance system managed by low cost hardware and panoramic cameras

Benito-Picazo, J; Dominguez, E; Palomo, EJ; Lopez-Rubio, E INTEGRATED COMPUTER-AIDED ENGINEERING 2020

Ellipse fitting by spatial averaging of random ensembles

Thurnhofer-Hemsi, K; Lopez-Rubio, E; Blazquez-Parra, EB; Ladron-de-Guevara-Munoz, MC; de-Cozar-Macias, OD PATTERN RECOGNITION 2020

Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest

Palomo, EJ; Lopez-Rubio, E; Ortega-Zamorano, F; Benitez-Rochel, R NEURAL PROCESSING LETTERS 2020

Foreground detection by ensembles of random polygonal tilings

Molina-Cabello, MA; Elizondo, DA; Luque-Baena, RM; Lopez-Rubio, E EXPERT SYSTEMS WITH APPLICATIONS 2020

Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial

Raglio A, Imbriani M, Imbriani C, Baiardi P, Manzoni S, et al. Computer methods and programs in biomedicine 2020 Mar;185():105160

Multiobjective optimization of deep neural networks with combinations of Lp-norm cost functions for 3D medical image super-resolution

Thurnhofer-Hemsi, K; Lopez-Rubio, E; Roe-Vellve, N; Molina-Cabello, MA INTEGRATED COMPUTER-AIDED ENGINEERING 2020

Opinion Mining, Sentiment Analysis and Emotion Understanding in Advertising: A Bibliometric Analysis

Sanchez-Nunez, P; Cobo, MJ; De las Heras-Pedrosa, C; Pelaez, JI; Herrera-Viedma, E IEEE ACCESS 2020

Products and services valuation through unsolicited information from social media

Pelaez, JI; Martinez, EA; Vargas, LG SOFT COMPUTING 2020

Reliability of ranking-based decision methods: a new perspective from the alternatives’ supremacy

Karanik, M; Gomez-Ruiz, JA; Pelaez, JI; Bernal, R SOFT COMPUTING 2020

Sentiment Analysis and Emotion Understanding during the COVID-19 Pandemic in Spain and Its Impact on Digital Ecosystems

de Las Heras-Pedrosa C, Sánchez-Núñez P, Peláez JI International journal of environmental research and public health 2020 Jul 31;17(15):

The Big Data razor

Lopez-Rubio, E EUROPEAN JOURNAL FOR PHILOSOPHY OF SCIENCE 2020

The Contagion of Sentiments during the COVID-19 Pandemic Crisis: The Case of Isolation in Spain

Iglesias-Sánchez PP, Vaccaro Witt GF, Cabrera FE, Jambrino-Maldonado C International journal of environmental research and public health 2020 Aug 14;17(16):

The effect of downsampling-upsampling strategy on foreground detection algorithms

Molina-Cabello, MA; Garcia-Gonzalez, J; Luque-Baena, RM; Lopez-Rubio, E ARTIFICIAL INTELLIGENCE REVIEW 2020

The Effects of COVID-19 Confinement on the Spanish Family: Adaptation or Change?

Ayuso, L; Requena, F; Jimenez-Rodriguez, O; Khamis, N JOURNAL OF COMPARATIVE FAMILY STUDIES 2020

The Forbidden Region Self-Organizing Map Neural Network

Diaz Ramos A, Lopez-Rubio E, Palomo EJ IEEE transactions on neural networks and learning systems 2020 Jan;31(1):201-211

Decision making in social media with consistent data

Pelaez, JI; Martinez, EA; Vargas, LG KNOWLEDGE-BASED SYSTEMS 2019

Foreground detection by probabilistic modeling of the features discovered by stacked denoising autoencoders in noisy video sequences

Garcia-Gonzalez, J; Ortiz-de-Lazcano-Lobato, JM; Luque-Baena, RM; Molina-Cabello, MA; Lopez-Rubio, E PATTERN RECOGNITION LETTERS 2019

Integration of a Mobile Node into a Hybrid Wireless Sensor Network for Urban Environments

Socarrás Bertiz CA, Fernández Lozano JJ, Gomez-Ruiz JA, García-Cerezo A Sensors (Basel, Switzerland) 2019 Jan 8;19(1):

Is asking only one member of a couple sufficient to determine who influences tourism decisions?

Rojas-De-Gracia, MM; Alarcon-Urbistondo, P; Casado-Molina, AM JOURNAL OF DESTINATION MARKETING & MANAGEMENT 2019

Motion detection with low cost hardware for PTZ cameras

Benito-Picazo, J; Dominguez, E; Palomo, EJ; Lopez-Rubio, E; Ortiz-de-Lazcano-Lobato, JM INTEGRATED COMPUTER-AIDED ENGINEERING 2019

Pairwise Voting to Rank Touristic Destinations Based on Preference Valuation

Cabrera, FE; Amaya, M; Witt, GFV; Pelaez, JI SUSTAINABILITY 2019

Piecewise Polynomial Activation Functions for Feedforward Neural Networks

Lopez-Rubio, E; Ortega-Zamorano, F; Dominguez, E; Munoz-Perez, J NEURAL PROCESSING LETTERS 2019

Reputational intelligence: innovating brand management through social media data

Casado-Molina, AM; Ramos, CMQ; Rojas-de-Gracia, MM; Sanchez, JIP INDUSTRIAL MANAGEMENT & DATA SYSTEMS 2019

Synchronizing Histories of Exposure and Demography: The Construction of an Agent-Based Model of the Ecuadorian Amazon Colonization and Exposure to Oil Pollution Hazards

Houssou, NLJ; Cordero, JD; Bouadjio-Boulic, A; Morin, L; Maestripieri, N; Ferrant, S; Belem, M; Pelaez, JI; Saenz, M; Lerigoleur, E; Elger, A; Gaudou, B; Maurice, L; Sagalli, M JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION 2019

A fast robust geometric fitting method for parabolic curves

Lopez-Rubio, E; Thurnhofer-Hemsi, K; Blazquez-Parra, EB; de Cozar-Macias, SD; Ladron-de-Guevara-Munoz, MC PATTERN RECOGNITION 2018

A novel expert system for objective masticatory efficiency assessment

Vaccaro G, Peláez JI, Gil-Montoya JA PloS one 2018;13(1):e0190386

Analysis of 3D Scan Measurement Distribution with Application to a Multi-Beam Lidar on a Rotating Platform

Morales J, Plaza-Leiva V, Mandow A, Gomez-Ruiz JA, Serón J, et al. Sensors (Basel, Switzerland) 2018 Jan 30;18(2):

Computational Functionalism for the Deep Learning Era

Lopez-Rubio, E MINDS AND MACHINES 2018

Estimating the importance of consumer purchasing criteria in digital ecosystems

Pelaez, JI; Cabrera, FE; Vargas, LG KNOWLEDGE-BASED SYSTEMS 2018

Foreground Detection by Competitive Learning for Varying Input Distributions

López-Rubio E, Molina-Cabello MA, Luque-Baena RM, Domínguez E International journal of neural systems 2018 Jun;28(5):1750056

Foreground object detection for video surveillance by fuzzy logic based estimation of pixel illumination states

Molina-Cabello, MA; Lopez-Rubio, E; Luque-Baena, RM; Dominguez, E; Palomo, EJ LOGIC JOURNAL OF THE IGPL 2018

Fuzzy techniques for IPO underpricing prediction

Quintana, D; Chavez, F; Baena, RML; Luna, F JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2018

Listening to Relaxing Music Improves Physiological Responses in Premature Infants A Randomized Controlled Trial

Caparros-Gonzalez RA, de la Torre-Luque A, Diaz-Piedra C, Vico FJ, Buela-Casal G Advances in neonatal care : official journal of the National Association of Neonatal Nurses 2018 Feb;18(1):58-69

Panorama construction for PTZ camera surveillance with the neural gas network

Thurnhofer-Hemsi, K; Lopez-Rubio, E; Dominguez, E; Luque-Baena, RM; Molina-Cabello, MA EXPERT SYSTEMS 2018

The effect of noise on foreground detection algorithms

Lopez-Rubio, FJ; Lopez-Rubio, E; Molina-Cabello, MA; Luque-Baena, RM; Palomo, EJ; Dominguez, E ARTIFICIAL INTELLIGENCE REVIEW 2018

THE ROLE OF THE LATTICE DIMENSIONALITY IN THE SELF-ORGANIZING MAP

Ramos, AD; Lopez-Rubio, E; Palomo, EJ NEURAL NETWORK WORLD 2018

Unsupervised learning by cluster quality optimization

Lopez-Rubio, E; Palomo, EJ; Ortega-Zamorano, F INFORMATION SCIENCES 2018

Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images

Molina-Cabello, MA; Luque-Baena, RM; Lopez-Rubio, E; Thurnhofer-Hemsi, K INTEGRATED COMPUTER-AIDED ENGINEERING 2018

Weighted-selective aggregated majority-OWA operator and its application in linguistic group decision making

Yusoff, B; Merigo, JM; Ceballos, D; Pelaez, JI INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS 2018

Acute stress recovery through listening to Melomics relaxing music: A randomized controlled trial

de la Torre-Luque, A; Caparros-Gonzalez, RA; Bastard, T; Vico, FJ; Buela-Casal, G NORDIC JOURNAL OF MUSIC THERAPY 2017

Dynamic tree topology learning by self-organization

Lopez-Rubio, E; Luque-Baena, RM; Palomo, EJ; Dominguez, E NEURAL COMPUTING & APPLICATIONS 2017

Memetic Computing Applied to the Design of Composite Materials and Structures

Pelaez, JI; Gomez-Ruiz, JA; Veintimilla, J; Vaccaro, G; Witt, P MATHEMATICAL PROBLEMS IN ENGINEERING 2017

Robust Fitting of Ellipsoids by Separating Interior and Exterior Points During Optimization

Lopez-Rubio, E; Thurnhofer-Hemsi, K; de Cozar-Macias, OD; Blazquez-Parra, EB; Munoz-Perez, J; de Guevara-Lopez, IL JOURNAL OF MATHEMATICAL IMAGING AND VISION 2017

The Growing Hierarchical Neural Gas Self-Organizing Neural Network

Palomo EJ, Lopez-Rubio E IEEE transactions on neural networks and learning systems 2017 Sep;28(9):2000-2009

Voxel-Based Neighborhood for Spatial Shape Pattern Classification of Lidar Point Clouds with Supervised Learning

Plaza-Leiva V, Gomez-Ruiz JA, Mandow A, García-Cerezo A Sensors (Basel, Switzerland) 2017 Mar 15;17(3):

Choosing the best image processing method for masticatory performance assessment when using two-coloured specimens

Vaccaro G, Pelaez JI, Gil JA Journal of oral rehabilitation 2016 Jul;43(7):496-504

Continuous chemical classification in uncontrolled environments with sliding windows

Monroy, JG; Palomo, EJ; Lopez-Rubio, E; Gonzalez-Jimenez, J CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2016

Fuzzy measure identification for criteria coalitions using linguistic information

Bernal, R; Karanik, M; Pelaez, JI SOFT COMPUTING 2016

Learning Topologies with the Growing Neural Forest

Palomo EJ, López-Rubio E International journal of neural systems 2016 Jun;26(4):1650019

Majority OWA operator for opinion rating in social media

Pelaez, JI; Bernal, R; Karanik, M SOFT COMPUTING 2016

Reconstruction methods for AHP pairwise matrices: How reliable are they?

Karanik, M; Wanderer, L; Gomez-Ruiz, JA; Pelaez, JI APPLIED MATHEMATICS AND COMPUTATION 2016

Selecting the Color Space for Self-Organizing Map Based Foreground Detection in Video

Lopez-Rubio, FJ; Dominguez, E; Palomo, EJ; Lopez-Rubio, E; Luque-Baena, RM NEURAL PROCESSING LETTERS 2016

Selective majority additive ordered weighting averaging operator

Karanik, M; Pelaez, JI; Bernal, R EUROPEAN JOURNAL OF OPERATIONAL RESEARCH 2016

Smart motion detection sensor based on video processing using self-organizing maps

Ortega-Zamorano, F; Molina-Cabello, MA; Lopez-Rubio, E; Palomo, EJ, Lopez-Rubio, E (reprint author) EXPERT SYSTEMS WITH APPLICATIONS 2016

Superresolution from a Single Noisy Image by the Median Filter Transform

Lopez-Rubio, E SIAM JOURNAL ON IMAGING SCIENCES 2016


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