Emilio Soria-Olivas

114 papers B 15C 7Misc 1Journal 72Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Machine Learning in Radiomics: A Comparative Evaluation of Performance, Efficiency and Accessibility.
CoRR
Jose Lozano-Montoya, Emilio Soria-Olivas, Almudena Fuster-Matanzo, Angel Alberich-Bayarri, Ana Jimenez-Pastor
2025 J jnl
StreamChol: a web-based application for predicting cholestasis.
J. Cheminformatics
Pablo Rodríguez-Belenguer, Emilio Soria-Olivas, Manuel Pastor
2024 J jnl
A machine learning approach to identify groups of patients with hematological malignant disorders.
Comput. Methods Programs Biomed.
Pablo Rodríguez-Belenguer, José Luis Piñana, Manuel Sánchez-Montañés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López
2024 J jnl
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance.
CoRR
Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López
2024 J jnl
Integrating Mechanistic and Toxicokinetic Information in Predictive Models of Cholestasis.
J. Chem. Inf. Model.
Pablo Rodríguez-Belenguer, Victor Mangas-Sanjuan, Emilio Soria-Olivas, Manuel Pastor
2023 J jnl
Automatic artifact recognition and correction for electrodermal activity based on LSTM-CNN models.
Expert Syst. Appl.
Jose Llanes-Jurado, Lucia A. Carrasco-Ribelles, Mariano Alcañiz, Emilio Soria-Olivas, Javier Marín-Morales
2023 — conf
Challenges in ECG Lead Reconstruction in Patients with Pacemakers and Implantable Defibrillators.
ICBRA
Alejandro Grande-Fidalgo, Javier Calpe, Emilio Soria-Olivas
2023 J jnl
Empirical study of the modulus as activation function in computer vision applications.
CoRR
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
2023 J jnl
Empirical study of the modulus as activation function in computer vision applications.
Eng. Appl. Artif. Intell.
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
2022 J jnl
Approaching sales forecasting using recurrent neural networks and transformers.
CoRR
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
2022 J jnl
Approaching sales forecasting using recurrent neural networks and transformers.
Expert Syst. Appl.
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
2021 J jnl
Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification.
Expert Syst. Appl.
Fernando Mateo, Juan José Garcés-Iniesta, Berthold Jenninger, Juan Gómez-Sanchís, Emilio Soria-Olivas, Paolo Chiggiato
2021 B conf
End-to-end Keyword Spotting using Xception-1d.
ESANN
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas
2021 J jnl
End-to-end Keyword Spotting using Xception-1d.
CoRR
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas
2021 J jnl
Lead Reconstruction Using Artificial Neural Networks for Ambulatory ECG Acquisition.
Sensors
Alejandro Grande-Fidalgo, Javier Calpe, Mónica Redón, Carlos Millán-Navarro, Emilio Soria-Olivas
2021 J jnl
Toward Optimal LSTM Neural Networks for Detecting Algorithmically Generated Domain Names.
IEEE Access
Jose Selvi, Ricardo J. Rodríguez, Emilio Soria-Olivas
2019 J jnl
Detection of algorithmically generated malicious domain names using masked N-grams.
Expert Syst. Appl.
Jose Selvi, Ricardo J. Rodríguez, Emilio Soria-Olivas
2019 J jnl
Vibration Monitoring of the Mechanical Harvesting of Citrus to Improve Fruit Detachment Efficiency.
Sensors
Sergio Castro-Garcia, Fernando Aragon-Rodriguez, Rafael R. Sola-Guirado, Antonio J. Serrano, Emilio Soria-Olivas, Jesús A. Gil-Ribes
2018 J jnl
HemoKinect: A Microsoft Kinect V2 Based Exergaming Software to Supervise Physical Exercise of Patients with Hemophilia.
Sensors
Fernando Mateo, Emilio Soria-Olivas, Juan José Carrasco, Santiago Bonanad, Felipe Querol, Sofía Pérez-Alenda
2018 — conf
Tweet Sentiment Visualization and Classification Using Manifold Dimensionality Reduction.
CCIA
Francisco Grimaldo, Emilia López-Iñesta, Juan José Garcés-Iniesta, Juan Gómez-Sanchís, Daniel García-Costa, Eusebio Marqués-Benítez, Emilio Soria-Olivas
2017 B conf
Randomized Machine Learning Approaches: Recent Developments and Challenges.
ESANN
Claudio Gallicchio, José David Martín-Guerrero, Alessio Micheli, Emilio Soria-Olivas
2017 J jnl
Use of SOMs for footwear comfort evaluation.
Neural Comput. Appl.
José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, José Antonio Bernabéu, Pablo Escandell-Montero, Rafael Hernández Stark, Antonio J. Serrano-López, Enrique Montiel
2016 J jnl
A new visualization tool for data mining techniques.
Prog. Artif. Intell.
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López
2016 J jnl
ELM Regularized Method for Classification Problems.
Int. J. Artif. Intell. Tools
Juan José Carrasco Fernández, Mónica Millán-Giraldo, Juan Caravaca, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
2016 B conf
Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data.
ESANN
Fernando Mateo, Emilio Soria-Olivas, Marcelino Martínez-Sober, Maria Tellez-Plaza, Juan Gómez-Sanchís, Josep Redon
2016 J jnl
Online fitted policy iteration based on extreme learning machines.
Knowl. Based Syst.
Pablo Escandell-Montero, Delia Lorente, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
2016 J jnl
Random extreme learning machines to predict electric load in buildings.
Prog. Artif. Intell.
Gonzalo Vergara, Juan Ignacio Alonso-Barba, Emilio Soria-Olivas, José A. Gámez, Manuel Domínguez
2015 — conf
Comparing ELM Against MLP for Electrical Power Prediction in Buildings.
IWINAC (2)
Gonzalo Vergara, Javier Cózar, Cristina Romero-González, José A. Gámez, Emilio Soria-Olivas
2015 — conf
Comparing TSK-1 FRBS against SVR for electrical power prediction in buildings.
IFSA-EUSFLAT
Javier Cózar, Gonzalo Vergara, José A. Gámez, Emilio Soria-Olivas
2015 — conf
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes.
ICDM Workshops
Emilio Soria-Olivas, José David Martín-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francés
2015 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
CoRR
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
2014 J jnl
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation.
Comput. Biol. Medicine
Juan Caravaca, Emilio Soria-Olivas, Manuel Bataller, Antonio J. Serrano, Luis Such-Miquel, Joan Vila-Francés, Juan-Francisco Guerrero-Martínez
2014 B conf
Ensembles of extreme learning machine networks for value prediction.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
2014 J jnl
Hardware implementation methods in Random Vector Functional-Link Networks.
Appl. Intell.
José M. Martínez-Villena, Alfredo Rosado Muñoz, Emilio Soria-Olivas
2014 J jnl
Least-squares temporal difference learning based on an extreme learning machine.
Neurocomputing
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
2014 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
Artif. Intell. Medicine
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
2014 J jnl
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques.
Comput. Methods Programs Biomed.
José María Martínez-Martínez, Pablo Escandell-Montero, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Marcelino Martínez-Sober, Claudia Amato, Antonio J. Serrano-López, Marcello Bassi, José Rafael Magdalena Benedicto, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
2013 C conf
Bayesian Regularized Committee of Extreme Learning Machine.
ICPRAM
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto
2013 J jnl
Corrigendum to "Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks" [Expert Systems with Applications 34/1 (2008) 665-672].
Expert Syst. Appl.
Emili Balaguer-Ballester, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero
2013 — conf
Effects of Physical Exercise and Glibenclamide in Local Activation Waves During Ventricular Fibrillation.
CinC
Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Manuel Bataller, Alfredo Rosado Muñoz, Luís Such-Belenguer, Juan-Francisco Guerrero-Martínez
2013 J jnl
Expert system for predicting unstable angina based on Bayesian networks.
Expert Syst. Appl.
Joan Vila-Francés, Juan Gómez-Sanchís, Emilio Soria-Olivas, Antonio José Serrano, Marcelino Martínez-Sober, Clara Bonanad, Silvia Ventura
2013 B conf
Least-squares temporal difference learning based on extreme learning machine.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
2013 B conf
Machine Learning Techniques for Short-Term Electric Power Demand Prediction.
ESANN
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
2013 J jnl
Machine learning methods to forecast temperature in buildings.
Expert Syst. Appl.
Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas
2013 B conf
ManiSonS: A New Visualization Tool for Manifold Clustering.
ESANN
José María Martínez-Martínez, Pablo Escandell-Montero, José David Martín-Guerrero, Joan Vila-Francés, Emilio Soria-Olivas
2013 J jnl
Matlab-based interface for the simultaneous acquisition of force measures and Doppler ultrasound muscular images.
Comput. Methods Programs Biomed.
José Ferrer-Buedo, Marcelino Martínez-Sober, Yasser Alakhdar-Mohmara, Emilio Soria-Olivas, Josep-Carles Benítez-Martínez, José María Martínez-Martínez
2013 J jnl
Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors.
Comput. Biol. Medicine
Juan Miguel García-Gómez, Juan Gómez-Sanchís, Pablo Escandell-Montero, Elies Fuster-García, Emilio Soria-Olivas
2013 B conf
Temperature Forecast in Buildings Using Machine Learning Techniques.
ESANN
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
2013 — conf
Temporal Evolution of Spatial Regularity in Ventricular Fibrillation Modified by Physical Exercise.
CinC
Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Manuel Bataller, Alfredo Rosado Muñoz, Luís Such-Belenguer, Juan-Francisco Guerrero-Martínez
2013 J jnl
Visual data mining with self-organising maps for ventricular fibrillation analysis.
Comput. Methods Programs Biomed.
Alfredo Rosado Muñoz, José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas
2012 — conf
Analysis of ventricular fibrillation signals using feature selection methods.
CIP
Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Pablo Escandell-Montero, José María Martínez-Martínez, Juan-Francisco Guerrero-Martínez
2012 J jnl
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques.
Expert Syst. Appl.
Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, José Blasco
2012 — conf
Implementation of a new adaptive algorithm using fuzzy cost function and robust to impulsive noise.
ICECS
Taras Iakymchuk, Alfredo Rosado, Emilio Soria-Olivas, Manuel Bataller
2012 J jnl
MATLAB-based educational software for exploratory data analysis (EDA toolkit).
Comput. Appl. Eng. Educ.
Juan José Carrasco Fernández, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio José Serrano, Antonio Soriano-Asensi, Juan-Francisco Guerrero-Martínez
2012 B conf
Regularized Committee of Extreme Learning Machine for Regression Problems.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Josep Guimerá-Tomás, Marcelino Martínez-Sober, Antonio J. Serrano-López
2012 J jnl
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients.
Expert Syst. Appl.
José David Martín-Guerrero, Daniele Marcelli, Emilio Soria-Olivas, Flavio Mari, José María Martínez-Martínez, Isabel Soley Bech, Marcelino Martínez-Sober, Laura Scatizzi, Juan Gómez-Sanchís, Andrea Stopper, Antonio J. Serrano-López, Emanuele Gatti
2012 B conf
extended visualization method for classification trees.
ESANN
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez-Sanchís, Joan Vila-Francés
2011 C conf
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach.
CIDM
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto
2011 B conf
Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps.
ESANN
Vicente Buendia-Ramon, Emilio Soria-Olivas, José David Martín-Guerrero, Pablo Escandell-Montero, José M. Martínez-Villena
2011 J jnl
BELM: Bayesian Extreme Learning Machine.
IEEE Trans. Neural Networks
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano
2011 J jnl
FPGA Implementation of an Adaptive Filter Robust to Impulsive Noise: Two Approaches.
IEEE Trans. Ind. Electron.
Alfredo Rosado Muñoz, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Claudio Scarante, Juan Guerrero-Martínez
2011 B conf
Growing Hierarchical Sectors on Sectors.
ESANN
José M. Martínez-Villena, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez, Joan Vila-Francés
2011 J jnl
Modelling net radiation at surface using "in situ" netpyrradiometer measurements with artificial neural networks.
Expert Syst. Appl.
Antonio Geraldo-Ferreira, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio J. Serrano-López, Almudena Velázquez-Blazquez, Ernesto López-Baeza
2011 J jnl
Regularized extreme learning machine for regression problems.
Neurocomputing
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís
2011 C conf
Sectors on sectors (SonS): A new hierarchical clustering visualization tool.
CIDM
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Juan Gómez-Sanchís
2010 J jnl
Description and evaluation of an introductory course to Matlab for a heterogeneous group of university students.
Comput. Appl. Eng. Educ.
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Amparo Ayuso-Moya
2010 B conf
Feature selection using ROC curves on classification problems.
IJCNN
Antonio J. Serrano, Emilio Soria-Olivas, José David Martín-Guerrero, Rafael Magdalena, Juan Gómez
2010 B conf
Neural models for the analysis of kidney disease patients.
ESANN
Emilio Soria-Olivas, José David Martín-Guerrero, Mónica Climente-Martí, Amparo Soldevila, Antonio J. Serrano
2009 J jnl
A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients.
Expert Syst. Appl.
José David Martín-Guerrero, Faustino J. Gomez, Emilio Soria-Olivas, Jürgen Schmidhuber, Mónica Climente-Martí, N. Víctor Jiménez-Torres
2009 — ch.
An AI Walk from Pharmacokinetics to A Marketing.
Encyclopedia of Artificial Intelligence
José David Martín-Guerrero, Emilio Soria-Olivas, Paulo J. G. Lisboa, Antonio J. Serrano-López
2009 J jnl
Assigning discounts in a marketing campaign by using reinforcement learning and neural networks.
Expert Syst. Appl.
Gabriel Gómez-Pérez, José David Martín-Guerrero, Emilio Soria-Olivas, Emili Balaguer-Ballester, Alberto Palomares, Nicolás Casariego
2009 J jnl
Qualitative analysis of goat and sheep production data using self-organizing maps.
Expert Syst. J. Knowl. Eng.
Rafael Magdalena, Carlos Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, M. J. Navarro, Christian Mata
2009 B conf
Survival prediction in patients undergoing ischemic cardiopathy.
IJCNN
Emilio Soria-Olivas, José David Martín-Guerrero, Juan Caravaca, Antonio J. Serrano, Marcelino Martínez-Sober, Rafael Magdalena, Juan Gómez, Magdalena Heras, Gines Sanz
2008 J jnl
Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks.
Expert Syst. Appl.
Emili Balaguer, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero
2008 — conf
Use of Reinforcement Learning in Two Real Applications.
EWRL
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís
2008 J jnl
Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal.
Expert Syst. Appl.
Antonio Soriano-Asensi, José David Martín-Guerrero, Emilio Soria-Olivas, Alberto Palomares, José Rafael Magdalena Benedicto, Antonio J. Serrano-López
2007 — conf
A Family of Adaptive Algorithms Robust to Impulsive Noise.
DSP
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Alfredo Rosado, Javier Calpe
2007 J jnl
An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal.
Expert Syst. Appl.
José David Martín-Guerrero, Paulo J. G. Lisboa, Emilio Soria-Olivas, Alberto Palomares, Emili Balaguer
2007 J jnl
BioLab: An Educational Tool for Signal Processing Training in Biomedical Engineering.
IEEE Trans. Educ.
Juan Guerrero-Martínez, Manuel Bataller-Mompeán, Emilio Soria-Olivas, Rafael Magdalena
2007 J jnl
Statistical criteria for early-stopping of support vector machines.
Neurocomputing
Tatyana V. Bandos, Gustavo Camps-Valls, Emilio Soria-Olivas
2007 J jnl
Steady-state and tracking analysis of a robust adaptive filter with low computational cost.
Signal Process.
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Jonathon A. Chambers
2007 J jnl
Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines.
IEEE Trans. Syst. Man Cybern. Part C
Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Fernando Pérez-Cruz, Antonio Artés-Rodríguez, N. Víctor Jiménez
2007 — conf
Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin.
Australian Conference on Artificial Intelligence
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez
2007 J jnl
Weekly milk prediction on dairy goats using neural networks.
Neural Comput. Appl.
Carlos Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, Rafael Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López
2006 — conf
An approach to Co-design of Complex Adaptive Systems.
ReCoSoC
C. A. DeJuan-Esteban, Alfredo Rosado Muñoz, Emilio Soria-Olivas, Manuel Bataller-Mompeán, Juan Guerrero-Martínez
2006 J jnl
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function.
Neurocomputing
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Joan Vila-Francés, Gustavo Camps-Valls
2006 J jnl
Enhancing decision-based neural networks through local competition.
Neurocomputing
Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas
2006 J jnl
Neural networks for animal science applications: Two case studies.
Expert Syst. Appl.
Carlos Fernández, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano
2006 J jnl
Non-linear RLS-based algorithm for pattern classification.
Signal Process.
Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Javier Calpe-Maravilla, Joan Vila-Francés, Antonio J. Serrano-López
2006 J jnl
Studying the feasibility of a recommender in a citizen web portal based on user modeling and clustering algorithms.
Expert Syst. Appl.
José David Martín-Guerrero, Alberto Palomares, Emili Balaguer-Ballester, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio Soriano-Asensi
2006 J jnl
Support Vector Machines for Nonlinear Kernel ARMA System Identification.
IEEE Trans. Neural Networks
Manel Martínez-Ramón, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Jordi Muñoz-Marí, Ángel Navia-Vázquez, Emilio Soria-Olivas, Aníbal R. Figueiras-Vidal
2006 J jnl
Urban monitoring using multi-temporal SAR and multi-spectral data.
Pattern Recognit. Lett.
Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe-Maravilla, Emilio Soria-Olivas, Joan Vila-Francés, Gustavo Camps-Valls
2005 — conf
Implementation Challenges in Complex Adaptive Systems.
ReCoSoC
Alfredo Rosado Muñoz, Emilio Soria-Olivas, Joan Vila-Francés, Jordi Muñoz-Marí, Javier Calpe-Maravilla
2005 J jnl
Support vector machines framework for linear signal processing.
Signal Process.
José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, Emilio Soria-Olivas, Ángel Navia-Vázquez, Aníbal R. Figueiras-Vidal
2004 J jnl
A novel approach to introducing adaptive filters based on the LMS algorithm and its variants.
IEEE Trans. Educ.
Emilio Soria-Olivas, Javier Calpe-Maravilla, Jonathon A. Chambers, Marcelino Martínez-Sober, Gustavo Camps-Valls, José David Martín-Guerrero
2004 J jnl
Crane collision modelling using a neural network approach.
Expert Syst. Appl.
Ignacio García-Fernández, José David Martín-Guerrero, Marta Pla-Castells, Emilio Soria-Olivas, Rafael J. Martínez-Durá, Jordi Muñoz-Marí
2004 — conf
Design of a Neural Network Model as a Decision Making Aid in Renal Transplant.
ISBMDA
Rafael Magdalena, Antonio J. Serrano, Agustin Serrano, Jorge Muñoz, Joan Vila-Francés, Emilio Soria-Olivas
2004 J jnl
Foetal ECG recovery using dynamic neural networks.
Artif. Intell. Medicine
Gustavo Camps-Valls, Marcelino Martínez-Sober, Emilio Soria-Olivas, José Rafael Magdalena Benedicto, Javier Calpe-Maravilla, Juan Guerrero-Martínez
2004 J jnl
Fuzzy sigmoid kernel for support vector classifiers.
Neurocomputing
Gustavo Camps-Valls, José David Martín-Guerrero, José Luis Rojo-Álvarez, Emilio Soria-Olivas
2004 — conf
Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories.
AH
José David Martín-Guerrero, Emili Balaguer-Ballester, Gustavo Camps-Valls, Alberto Palomares, Antonio J. Serrano-López, Juan Gómez-Sanchís, Emilio Soria-Olivas
2004 J jnl
Robust
Neurocomputing
Gustavo Camps-Valls, Manel Martínez-Ramón, José Luis Rojo-Álvarez, Emilio Soria-Olivas
2004 J jnl
Robust support vector method for hyperspectral data classification and knowledge discovery.
IEEE Trans. Geosci. Remote. Sens.
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, José David Martín-Guerrero, Emilio Soria-Olivas, Luis Alonso-Chorda, José F. Moreno
2003 J jnl
A low-complexity fuzzy activation function for artificial neural networks.
IEEE Trans. Neural Networks
Emilio Soria-Olivas, José David Martín-Guerrero, Gustavo Camps-Valls, Antonio J. Serrano-López, Javier Calpe-Maravilla, Luis Gómez-Chova
2003 — conf
CART-based feature selection of hyperspectral images for crop cover classification.
ICIP (3)
Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, José F. Moreno
2003 J jnl
Dosage individualization of erythropoietin using a profile-dependent support vector regression.
IEEE Trans. Biomed. Eng.
José David Martín-Guerrero, Gustavo Camps-Valls, Emilio Soria-Olivas, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
2003 C conf
Feature selection of hyperspectral data through local correlation and SFFS for crop classification.
IGARSS
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
2003 J jnl
Prediction of cyclosporine dosage in patients after kidney transplantation using neural networks.
IEEE Trans. Biomed. Eng.
Gustavo Camps-Valls, Begoña Porta-Oltra, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
2003 C conf
Semi-supervised classification method for hyperspectral remote sensing images.
IGARSS
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
2003 Misc conf
Support Vector Machines for Crop Classification Using Hyperspectral Data.
IbPRIA
Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, José David Martín-Guerrero, José F. Moreno
2003 J jnl
Use of neural networks for dosage individualisation of erythropoietin in patients with secondary anemia to chronic renal failure.
Comput. Biol. Medicine
José David Martín-Guerrero, Emilio Soria-Olivas, Gustavo Camps-Valls, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez-Torres
2002 C conf
Multi-dimensional Function Approximation and Regression Estimation.
ICANN
Fernando Pérez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Aníbal R. Figueiras-Vidal, Antonio Artés-Rodríguez
2001 C conf
Neural Networks Ensemble for Cyclosporine Concentration Monitoring.
ICANN
Gustavo Camps-Valls, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez
2001 — conf
Some Examples for Solving Clinical Problems Using Neural Networks.
IWANN (2)
Antonio J. Serrano-López, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, N. Víctor Jiménez
1998 J jnl
Application of adaptive signal processing for determining the limits of P and T waves in an ECG.
IEEE Trans. Biomed. Eng.
Emilio Soria-Olivas, Marcelino Martínez-Sober, Javier Calpe-Maravilla, Juan-Francisco Guerrero-Martínez, Javier Chorro-Gascó, José Espí-López