Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. - Pablo Escandell-Montero; José María Martínez-Martínez; José David Martín-Guerrero; Emilio Soria-Olivas; Joan Vila-Francés; José Rafael Magdalena Benedicto (CIDM, 2011)

Sectors on sectors (SonS): A new hierarchical clustering visualization tool. - José María Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas; José David Martín-Guerrero; Marcelino Martínez-Sober; Juan Gómez-Sanchís (CIDM, 2011)

Regularized extreme learning machine for regression problems. - José María Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas; José David Martín-Guerrero; José Rafael Magdalena Benedicto; Juan Gómez-Sanchís (Neurocomputing, 2011)

Analysis of ventricular fibrillation signals using feature selection methods. - Juan Caravaca; Antonio J. Serrano-López; Emilio Soria-Olivas; Pablo Escandell-Montero; José María Martínez-Martínez; Juan-Francisco Guerrero-Martínez (CIP, 2012)

Regularized Committee of Extreme Learning Machine for Regression Problems. - Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas; Josep Guimerá-Tomás; Marcelino Martínez-Sober; Antonio J. Serrano-López (ESANN, 2012)

extended visualization method for classification trees. - José María Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas; José David Martín-Guerrero; Juan Gómez-Sanchís; Joan Vila-Francés (ESANN, 2012)

Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients. - 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 (Expert Syst. Appl., 2012)

Least-squares temporal difference learning based on extreme learning machine. - Pablo Escandell-Montero; José María Martínez-Martínez; José David Martín-Guerrero; Emilio Soria-Olivas; Juan Gómez-Sanchís (ESANN, 2013)

ManiSonS: A New Visualization Tool for Manifold Clustering. - José María Martínez-Martínez; Pablo Escandell-Montero; José David Martín-Guerrero; Joan Vila-Francés; Emilio Soria-Olivas (ESANN, 2013)

Machine Learning Techniques for Short-Term Electric Power Demand Prediction. - Fernando Mateo; Juan José Carrasco; Mónica Millán-Giraldo; Abderrahim Sellami; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (ESANN, 2013)

Temperature Forecast in Buildings Using Machine Learning Techniques. - Fernando Mateo; Juan José Carrasco; Mónica Millán-Giraldo; Abderrahim Sellami; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (ESANN, 2013)

Bayesian Regularized Committee of Extreme Learning Machine. - José María Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas; Joan Vila-Francés; José Rafael Magdalena Benedicto (ICPRAM, 2013)

Matlab-based interface for the simultaneous acquisition of force measures and Doppler ultrasound muscular images. - José Ferrer-Buedo; Marcelino Martínez-Sober; Yasser Alakhdar-Mohmara; Emilio Soria-Olivas; Josep-Carles Benítez-Martínez; José María Martínez-Martínez (Comput. Methods Programs Biomed., 2013)

Visual data mining with self-organising maps for ventricular fibrillation analysis. - Alfredo Rosado Muñoz; José María Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas (Comput. Methods Programs Biomed., 2013)

Ensembles of extreme learning machine networks for value prediction. - Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas; Joan Vila-Francés; José David Martín-Guerrero (ESANN, 2014)

Optimization of anemia treatment in hemodialysis patients via reinforcement learning. - 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 (Artif. Intell. Medicine, 2014)

Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. - 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; et al. (Comput. Methods Programs Biomed., 2014)

Least-squares temporal difference learning based on an extreme learning machine. - Pablo Escandell-Montero; José María Martínez-Martínez; José David Martín-Guerrero; Emilio Soria-Olivas; Juan Gómez-Sanchís (Neurocomputing, 2014)

A new machine learning approach for predicting the response to anemia treatment in a large cohort of End Stage Renal Disease patients undergoing dialysis. - Carlo Barbieri; Flavio Mari; Andrea Stopper; Emanuele Gatti; Pablo Escandell-Montero; José María Martínez-Martínez; José David Martín-Guerrero (Comput. Biol. Medicine, 2015)

ELM Regularized Method for Classification Problems. - Juan José Carrasco Fernández; Mónica Millán-Giraldo; Juan Caravaca; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (Int. J. Artif. Intell. Tools, 2016)

Online fitted policy iteration based on extreme learning machines. - Pablo Escandell-Montero; Delia Lorente; José María Martínez-Martínez; Emilio Soria-Olivas; Joan Vila-Francés; José David Martín-Guerrero (Knowl. Based Syst., 2016)

A new visualization tool for data mining techniques. - José María Martínez-Martínez; Pablo Escandell-Montero; Emilio Soria-Olivas; José David Martín-Guerrero; Antonio J. Serrano-López (Prog. Artif. Intell., 2016)

A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. - Delia Lorente; Francisco Martínez-Martínez; María José Rupérez; Miguel A. Lago; Marcelino Martínez-Sober; Pablo Escandell-Montero; José María Martínez-Martínez; Sandra Martínez-Sanchis; Antonio J. Serrano-López; Carlos Monserrat Aranda; José David Martín-Guerrero (Expert Syst. Appl., 2017)

Use of SOMs for footwear comfort evaluation. - 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 (Neural Comput. Appl., 2017)

Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. - Alberto Urueña-López; Fernando Mateo; Julio Navío-Marco; José María Martínez-Martínez; Juan Gómez-Sanchís; Joan Vila-Francés; Antonio José Serrano-López (Comput. Secur., 2019)