Inteligencia Computacional y análisis de imagenes
Lineas de Investigación
01. Neurocomputación, análisis de imágenes digitales, sistemas inteligentes de ayuda a la decisión, aprendizaje computacional, análisis de agrupaciones, toma de decisión.
Miembros del grupo
- Todos
- IR
- Co-IR
- Investigador
- Tecnico Laboratorio
- Otro
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
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
Data science and molecular biology: prediction and mechanistic explanation
Lopez-Rubio, E; Ratti, E SYNTHESE 2021
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
Online Networks and Subjective Well-Being: The Effect of Big Five Personality Traits
Requena, F; Ayuso, L SOCIAL INCLUSION 2021
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
Throwing light on black boxes: emergence of visual categories from deep learning
Lopez-Rubio, E SYNTHESE 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
Discrete ordered median problem with induced order
Dominguez, E; Marin, A TOP 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
Automatic identification of characteristic points related to pathologies in electrocardiograms to design expert systems
Pelaez, JI; Gomez-Ruiz, JA; Fornari, J; Vaccaro, GF SOFT COMPUTING 2019
Combining user preferences and expert opinions: a criteria synergy-based model for decision making on the Web
Karanik, M; Bernal, R; Pelaez, JI; Gomez-Ruiz, JA SOFT COMPUTING 2019
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
The influence of habitual consumption of chewing gums in the outcome of masticatory performance tests using two-coloured chewing gums
Vaccaro G, Peláez JI, Gil-Montoya JA Scientific reports 2019 Apr 25;9(1):6543
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
Consistency in Positive Reciprocal Matrices: An Improvement in Measurement Methods
Pelaez, JI; Martinez, EA; Vargas, LG IEEE ACCESS 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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