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Joan Vila-Francés
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2020 – today
- 2024
- [i6]Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López:
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance. CoRR abs/2405.11960 (2024) - [i5]Alejandro Dionis-Ros, Joan Vila-Francés, Rafael Magdalena Benedicto, Fernando Mateo, Antonio J. Serrano-López:
Multimodal video analysis for crowd anomaly detection using open access tourism cameras. CoRR abs/2405.12708 (2024) - [i4]A. Herreros-Martínez, R. Magdalena-Benedicto, Joan Vila-Francés, Antonio J. Serrano-López, Sonia Pérez-Díaz:
Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes. CoRR abs/2405.14754 (2024) - 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) - [c17]Elena Álvarez-García, Daniel García-Costa, Joan Vila-Francés, Francisco Grimaldo:
Text Characterisation for the Fight Against Political Misinformation. CCIA 2023: 330-333 - [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) - 2022
- [j17]Rubén Rodríguez Casañ, Enrique García-Vidal, Didier Grimaldi
, Carlos Carrasco-Farré, Francisco Vaquer-Estalrich, Joan Vila-Francés
:
Online polarization and cross-fertilization in multi-cleavage societies: the case of Spain. Soc. Netw. Anal. Min. 12(1): 79 (2022) - 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)
2010 – 2019
- 2019
- [j16]Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco
, José María Martínez-Martínez
, Juan Gómez-Sanchís
, Joan Vila-Francés
, Antonio José Serrano-López
:
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. Comput. Secur. 83: 38-51 (2019) - 2017
- [j15]Luis Alonso
, Shari Van Wittenberghe
, Julia Amorós-López, Joan Vila-Francés
, Luis Gómez-Chova
, José F. Moreno:
Diurnal Cycle Relationships between Passive Fluorescence, PRI and NPQ of Vegetation in a Controlled Stress Experiment. Remote. Sens. 9(8): 770 (2017) - 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 - 2010
- [j9]Joan Vila-Francés
, Javier Calpe-Maravilla, Luis Gómez-Chova
, Julia Amorós-López
:
Improving the performance of acousto-optic tunable filters in imaging applications. J. Electronic Imaging 19(4): 043022 (2010)
2000 – 2009
- 2009
- [c8]Gustavo Camps-Valls
, Luis Gómez-Chova
, Jordi Muñoz-Marí
, Joan Vila-Francés
, Julia Amorós-López, Javier Calpe-Maravilla:
Biophysical Parameter Estimation with Adaptive Gaussian Processes. IGARSS (4) 2009: 69-72 - 2008
- [j8]Alfredo Rosado Muñoz, Luis Gómez-Chova, Joan Vila-Francés:
An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices. J. Univers. Comput. Sci. 14(10): 1678-1694 (2008) - [j7]Luis Alonso
, Luis Gómez-Chova
, Joan Vila-Francés
, Julia Amorós-López
, Luis Guanter, Javier Calpe, José F. Moreno:
Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification. IEEE Geosci. Remote. Sens. Lett. 5(4): 620-624 (2008) - [c7]Joan Vila-Francés
, Luis Gómez-Chova, Julia Amorós-López, Javier Calpe-Maravilla:
Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter. ACIVS 2008: 206-217 - 2007
- [c6]Luis Alonso
, Luis Gómez-Chova
, Joan Vila-Francés
, Julia Amorós-López
, Luis Guanter, Javier Calpe, José F. Moreno:
Sensitivity analysis of the fraunhofer line discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer. IGARSS 2007: 3756-3759 - [c5]Julia Amorós-López
, Joan Vila-Francés
, Luis Gómez-Chova
, Luis Alonso
, Luis Guanter, Secundino del Valle-Tascun, Javier Calpe-Maravilla, José F. Moreno:
Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. recommendations for future missions. IGARSS 2007: 3769-3772 - 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) - [j4]Javier Calpe-Maravilla, Joan Vila-Francés
, Emilio Ribes-Gómez, Vicente Duran-Bosch
, Jordi Muñoz-Marí
, Julia Amorós-López
, Luis Gómez-Chova
, Enrique Tajahuerce-Romera
:
400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters. J. Electronic Imaging 15(2): 023001 (2006) - [j3]Gustavo Camps-Valls
, Luis Gómez-Chova
, Jordi Muñoz-Marí
, Joan Vila-Francés
, Javier Calpe-Maravilla:
Composite kernels for hyperspectral image classification. IEEE Geosci. Remote. Sens. Lett. 3(1): 93-97 (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
Coauthor Index
aka: José Rafael Magdalena Benedicto
aka: Rafael Magdalena Benedicto
aka: Rafael Magdalena
aka: Javier Calpe
aka: José David Martín-Guerrero
aka: Antonio José Serrano
aka: Antonio J. Serrano-López
aka: Antonio José Serrano-López
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