Joan Vila-Francés

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 12

Top Topics

Anomaly Detection

Extreme Learning Machines

Clinical Studies

Top Venues

Artif. Intell. Medicine

Soc. Netw. Anal. Min.

Publications

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 (2024)
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 (2024)
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 (2024)
Elena Álvarez-García, Daniel García-Costa, Joan Vila-Francés, Francisco Grimaldo
Text Characterisation for the Fight Against Political Misinformation. CCIA (2023)
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 (2023)
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 (2023)
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) (2022)
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 (2021)
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)
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 (2019)
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) (2017)
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)
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)
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)
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 (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)
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)
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) (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)
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)
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedito, Antonio J. Serrano
BELM: Bayesian Extreme Learning Machine. IEEE Trans. Neural Networks 22 (3) (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)
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)
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) (2010)
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)
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) (2008)
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) (2008)
Joan Vila-Francés, Luis Gómez-Chova, Julia Amorós-López, Javier Calpe-Maravilla
Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter. ACIVS (2008)
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)
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)
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) (2006)
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) (2006)
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) (2006)
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) (2006)
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) (2006)
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) (2006)
Alfredo Rosado Muñoz, Emilio Soria-Olivas, Joan Vila-Francés, Jordi Muñoz-Marí, Javier Calpe-Maravilla
Implementation Challenges in Complex Adaptive Systems. ReCoSoC (2005)
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)
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)
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)