Pablo Escandell-Montero

Publication Activity (10 Years)

Years Active: 2011-2017
Publications (10 Years): 6

Top Topics

Temporal Difference

Classification Trees

Gene Expression

Top Venues

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

Publications

Delia Lorente, Francisco Martínez-Martínez, María José Rupérez, M. 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
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. Expert Syst. Appl. 71 (2017)
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
Use of SOMs for footwear comfort evaluation. Neural Comput. Appl. 28 (7) (2017)
Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José David Martín-Guerrero, Enrique Solano
Quantum Machine Learning without Measurements. CoRR (2016)
Pablo Escandell-Montero, Delia Lorente, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
Online fitted policy iteration based on extreme learning machines. Knowl. Based Syst. 100 (2016)
Juan José Carrasco Fernández, Mónica Millán-Giraldo, Juan Caravaca, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
ELM Regularized Method for Classification Problems. Int. J. Artif. Intell. Tools 25 (1) (2016)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López
A new visualization tool for data mining techniques. Prog. Artif. Intell. 5 (2) (2016)
Carlo Barbieri, Flavio Mari, Andrea Stopper, Emanuele Gatti, Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero
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 61 (2015)
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
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. CoRR (2015)
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
Ensembles of extreme learning machine networks for value prediction. ESANN (2014)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
Least-squares temporal difference learning based on an extreme learning machine. Neurocomputing 141 (2014)
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 Benedito, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117 (2) (2014)
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
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. Artif. Intell. Medicine 62 (1) (2014)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
Least-squares temporal difference learning based on extreme learning machine. ESANN (2013)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedito
Bayesian Regularized Committee of Extreme Learning Machine. ICPRAM (2013)
Juan Miguel García-Gómez, Juan Gómez-Sanchís, Pablo Escandell-Montero, Elies Fuster-García, Emilio Soria-Olivas
Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors. Comput. Biol. Medicine 43 (11) (2013)
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
Machine Learning Techniques for Short-Term Electric Power Demand Prediction. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
Temperature Forecast in Buildings Using Machine Learning Techniques. ESANN (2013)
Alfredo Rosado Muñoz, José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas
Visual data mining with self-organising maps for ventricular fibrillation analysis. Comput. Methods Programs Biomed. 111 (2) (2013)
José María Martínez-Martínez, Pablo Escandell-Montero, José David Martín-Guerrero, Joan Vila-Francés, Emilio Soria-Olivas
ManiSonS: A New Visualization Tool for Manifold Clustering. ESANN (2013)
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Josep Guimerá-Tomás, Marcelino Martínez-Sober, Antonio J. Serrano-López
Regularized Committee of Extreme Learning Machine for Regression Problems. ESANN (2012)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez-Sanchís, Joan Vila-Francés
extended visualization method for classification trees. ESANN (2012)
Juan Caravaca, Antonio J. Serrano-López, Emilio Soria-Olivas, Pablo Escandell-Montero, José María Martínez-Martínez, Juan-Francisco Guerrero-Martínez
Analysis of ventricular fibrillation signals using feature selection methods. CIP (2012)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedito, Juan Gómez-Sanchís
Regularized extreme learning machine for regression problems. Neurocomputing 74 (17) (2011)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Juan Gómez-Sanchís
Sectors on sectors (SonS): A new hierarchical clustering visualization tool. CIDM (2011)
José M. Martínez-Villena, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez, Joan Vila-Francés
Growing Hierarchical Sectors on Sectors. ESANN (2011)
Vicente Buendia-Ramon, Emilio Soria-Olivas, José David Martín-Guerrero, Pablo Escandell-Montero, José M. Martínez-Villena
Analysis of a Reinforcement Learning algorithm using Self-Organizing Maps. ESANN (2011)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedito
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. CIDM (2011)