Pablo Escandell-Montero

27 papers B 9C 3Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2017	J	`jnl`	A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. Expert Syst. Appl. 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
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	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`	Quantum Machine Learning without Measurements. CoRR Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José David Martín-Guerrero, Enrique Solano
2015	J	`jnl`	A new machine learning approach for predicting the response to anemia treatment in a large cohort of End Stage Renal Disease patients undergoing dialysis. Comput. Biol. Medicine Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero
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	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`	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	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	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`	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	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	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	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	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`	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