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Joan Vila-Francés
- > Home > Persons > Joan Vila-Francés
Publications
- 2023
- [j18]Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís:
Empirical study of the modulus as activation function in computer vision applications. Eng. Appl. Artif. Intell. 120: 105863 (2023) - [i3]Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís:
Empirical study of the modulus as activation function in computer vision applications. CoRR abs/2301.05993 (2023) - 2021
- [c16]Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas:
End-to-end Keyword Spotting using Xception-1d. ESANN 2021 - [i2]Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas:
End-to-end Keyword Spotting using Xception-1d. CoRR abs/2110.07498 (2021) - 2016
- [j14]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) - 2015
- [c15]Emilio Soria-Olivas, José David Martín-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francés:
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes. ICDM Workshops 2015: 480-484 - [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
- [j13]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) - [j12]Juan Caravaca, Emilio Soria-Olivas, Manuel Bataller, Antonio J. Serrano, Luis Such-Miquel, Joan Vila-Francés, Juan-Francisco Guerrero-Martínez:
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation. Comput. Biol. Medicine 45: 1-7 (2014) - [c14]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
- [j11]Joan Vila-Francés, Juan Gómez-Sanchís, Emilio Soria-Olivas, Antonio José Serrano, Marcelino Martínez-Sober, Clara Bonanad, Silvia Ventura:
Expert system for predicting unstable angina based on Bayesian networks. Expert Syst. Appl. 40(12): 5004-5010 (2013) - [c13]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 - [c12]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
- [c11]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
- [j10]Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano:
BELM: Bayesian Extreme Learning Machine. IEEE Trans. Neural Networks 22(3): 505-509 (2011) - [c10]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 - [c9]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 - 2006
- [j6]Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas:
Enhancing decision-based neural networks through local competition. Neurocomputing 69(7-9): 905-908 (2006) - [j5]Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Joan Vila-Francés, Gustavo Camps-Valls:
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function. Neurocomputing 69(7-9): 909-912 (2006) - [j2]Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe-Maravilla, Emilio Soria-Olivas, Joan Vila-Francés, Gustavo Camps-Valls:
Urban monitoring using multi-temporal SAR and multi-spectral data. Pattern Recognit. Lett. 27(4): 234-243 (2006) - [j1]Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Javier Calpe-Maravilla, Joan Vila-Francés, Antonio J. Serrano-López:
Non-linear RLS-based algorithm for pattern classification. Signal Process. 86(5): 1104-1108 (2006) - 2005
- [c4]Alfredo Rosado Muñoz, Emilio Soria-Olivas, Joan Vila-Francés, Jordi Muñoz-Marí, Javier Calpe-Maravilla:
Implementation Challenges in Complex Adaptive Systems. ReCoSoC 2005: 157-162 - 2004
- [c3]Rafael Magdalena, Antonio J. Serrano, Agustin Serrano, Jorge Muñoz, Joan Vila-Francés, Emilio Soria-Olivas:
Design of a Neural Network Model as a Decision Making Aid in Renal Transplant. ISBMDA 2004: 160-170 - 2003
- [c2]Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno:
Feature selection of hyperspectral data through local correlation and SFFS for crop classification. IGARSS 2003: 555-557 - [c1]Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno:
Semi-supervised classification method for hyperspectral remote sensing images. IGARSS 2003: 1776-1778
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