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ORCIDPablo Escandell-Montero
Publications
- 2017
[j12]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:
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. Expert Syst. Appl. 71: 342-357 (2017)- [j11]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): 1763-1773 (2017) - 2016
- [j10]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): 1550026:1-1550026:15 (2016) - [j9]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: 200-211 (2016) - [j8]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): 137-154 (2016) - 2015
- [j7]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: 56-61 (2015) - [i1]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 abs/1509.03977 (2015) - 2014
- [j6]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): 47-60 (2014) - [j5]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:
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117(2): 208-217 (2014) - [j4]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: 37-45 (2014) - [c13]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 - 2013
- [j2]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): 269-279 (2013) - [c12]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 - [c11]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 - [c10]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 - [c9]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 - [c8]José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto:
Bayesian Regularized Committee of Extreme Learning Machine. ICPRAM 2013: 109-114 - 2012
- [c7]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: 1-6 - [c6]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 - [c5]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 - 2011
- [j1]José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís:
Regularized extreme learning machine for regression problems. Neurocomputing 74(17): 3716-3721 (2011) - [c4]Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto:
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach. CIDM 2011: 44-49 - [c3]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: 304-309
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