Joan Vila-Francés

46 papers B 6C 6Journal 29Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes: A Hybrid Approach Using Clustering and Isolation Forest.
Inf.
Antonio Herreros-Martínez, Rafael Magdalena-Benedicto, Joan Vila-Francés, Antonio José Serrano-López, Sonia Pérez-Díaz, José Javier Martínez-Herráiz
2025 J jnl
Automated classification of oral cancer lesions: Vision transformers vs radiomics.
Comput. Biol. Medicine
Eva Chilet-Martos, Joan Vila-Francés, José V. Bagan, Yolanda Vives-Gilabert
2025 J jnl
Automatic magnetic resonance imaging series labelling for large repositories.
J. Big Data
Armando Gomis-Maya, Leonor Cerdá Alberich, Diana Veiga Canuto, Salvatore Claudio-Fanni, Amadeo Ten-Steve, Gloria Ribas-Despuig, Pedro José Mallol-Roselló, Joan Vila-Francés, Luis Martí-Bonmatí
2024 J jnl
Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes.
CoRR
Antonio Herreros-Martínez, R. Magdalena-Benedicto, Joan Vila-Francés, Antonio J. Serrano-López, Sonia Pérez-Díaz
2024 J jnl
Beyond Words: Analyzing Emotions and Linguistic Characteristics to Detect Hoax-Related Tweets During Spanish Regional Elections.
Int. J. Comput. Intell. Syst.
Elena Álvarez-García, Daniel García-Costa, Sandra Paniagua, Julián Vicens, Joan Vila-Francés, Francisco Grimaldo
2024 J jnl
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance.
CoRR
Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López
2024 J jnl
Multimodal video analysis for crowd anomaly detection using open access tourism cameras.
CoRR
Alejandro Dionis-Ros, Joan Vila-Francés, Rafael Magdalena Benedicto, Fernando Mateo, Antonio J. Serrano-López
2023 J jnl
Empirical study of the modulus as activation function in computer vision applications.
CoRR
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
2023 J jnl
Empirical study of the modulus as activation function in computer vision applications.
Eng. Appl. Artif. Intell.
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
2023 — conf
Text Characterisation for the Fight Against Political Misinformation.
CCIA
Elena Álvarez-García, Daniel García-Costa, Joan Vila-Francés, Francisco Grimaldo
2022 J jnl
Online polarization and cross-fertilization in multi-cleavage societies: the case of Spain.
Soc. Netw. Anal. Min.
Rubén Rodríguez Casañ, Enrique García-Vidal, Didier Grimaldi, Carlos Carrasco-Farré, Francisco Vaquer-Estalrich, Joan Vila-Francés
2021 B conf
End-to-end Keyword Spotting using Xception-1d.
ESANN
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas
2021 J jnl
End-to-end Keyword Spotting using Xception-1d.
CoRR
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas
2019 J jnl
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps.
Comput. Secur.
Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco, José María Martínez-Martínez, Juan Gómez-Sanchís, Joan Vila-Francés, Antonio José Serrano-López
2017 J jnl
Diurnal Cycle Relationships between Passive Fluorescence, PRI and NPQ of Vegetation in a Controlled Stress Experiment.
Remote. Sens.
Luis Alonso, Shari Van Wittenberghe, Julia Amorós-López, Joan Vila-Francés, Luis Gómez-Chova, José F. Moreno
2016 J jnl
Online fitted policy iteration based on extreme learning machines.
Knowl. Based Syst.
Pablo Escandell-Montero, Delia Lorente, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
2015 — conf
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes.
ICDM Workshops
Emilio Soria-Olivas, José David Martín-Guerrero, Josep Redon, Maria Tellez-Plaza, Joan Vila-Francés
2015 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
CoRR
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
2014 J jnl
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation.
Comput. Biol. Medicine
Juan Caravaca, Emilio Soria-Olivas, Manuel Bataller, Antonio J. Serrano, Luis Such-Miquel, Joan Vila-Francés, Juan-Francisco Guerrero-Martínez
2014 B conf
Ensembles of extreme learning machine networks for value prediction.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Joan Vila-Francés, José David Martín-Guerrero
2014 J jnl
Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
Artif. Intell. Medicine
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
2013 C conf
Bayesian Regularized Committee of Extreme Learning Machine.
ICPRAM
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto
2013 J jnl
Expert system for predicting unstable angina based on Bayesian networks.
Expert Syst. Appl.
Joan Vila-Francés, Juan Gómez-Sanchís, Emilio Soria-Olivas, Antonio José Serrano, Marcelino Martínez-Sober, Clara Bonanad, Silvia Ventura
2013 B conf
ManiSonS: A New Visualization Tool for Manifold Clustering.
ESANN
José María Martínez-Martínez, Pablo Escandell-Montero, José David Martín-Guerrero, Joan Vila-Francés, Emilio Soria-Olivas
2012 B conf
extended visualization method for classification trees.
ESANN
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez-Sanchís, Joan Vila-Francés
2011 C conf
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach.
CIDM
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, José Rafael Magdalena Benedicto
2011 J jnl
BELM: Bayesian Extreme Learning Machine.
IEEE Trans. Neural Networks
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano
2011 B conf
Growing Hierarchical Sectors on Sectors.
ESANN
José M. Martínez-Villena, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Juan Gómez, Joan Vila-Francés
2010 J jnl
Improving the performance of acousto-optic tunable filters in imaging applications.
J. Electronic Imaging
Joan Vila-Francés, Javier Calpe-Maravilla, Luis Gómez-Chova, Julia Amorós-López
2009 — conf
Biophysical Parameter Estimation with Adaptive Gaussian Processes.
IGARSS (4)
Gustavo Camps-Valls, Luis Gómez-Chova, Jordi Muñoz-Marí, Joan Vila-Francés, Julia Amorós-López, Javier Calpe-Maravilla
2008 J jnl
An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices.
J. Univers. Comput. Sci.
Alfredo Rosado Muñoz, Luis Gómez-Chova, Joan Vila-Francés
2008 B conf
Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter.
ACIVS
Joan Vila-Francés, Luis Gómez-Chova, Julia Amorós-López, Javier Calpe-Maravilla
2008 J jnl
Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification.
IEEE Geosci. Remote. Sens. Lett.
Luis Alonso, Luis Gómez-Chova, Joan Vila-Francés, Julia Amorós-López, Luis Guanter, Javier Calpe, José F. Moreno
2007 C conf
Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. recommendations for future missions.
IGARSS
Julia Amorós-López, Joan Vila-Francés, Luis Gómez-Chova, Luis Alonso, Luis Guanter, Secundino del Valle-Tascun, Javier Calpe-Maravilla, José F. Moreno
2007 C conf
Sensitivity analysis of the fraunhofer line discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer.
IGARSS
Luis Alonso, Luis Gómez-Chova, Joan Vila-Francés, Julia Amorós-López, Luis Guanter, Javier Calpe, José F. Moreno
2006 J jnl
400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters.
J. Electronic Imaging
Javier Calpe-Maravilla, Joan Vila-Francés, Emilio Ribes-Gómez, Vicente Duran-Bosch, Jordi Muñoz-Marí, Julia Amorós-López, Luis Gómez-Chova, Enrique Tajahuerce-Romera
2006 J jnl
Composite kernels for hyperspectral image classification.
IEEE Geosci. Remote. Sens. Lett.
Gustavo Camps-Valls, Luis Gómez-Chova, Jordi Muñoz-Marí, Joan Vila-Francés, Javier Calpe-Maravilla
2006 J jnl
Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function.
Neurocomputing
Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Joan Vila-Francés, Gustavo Camps-Valls
2006 J jnl
Enhancing decision-based neural networks through local competition.
Neurocomputing
Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas
2006 J jnl
Non-linear RLS-based algorithm for pattern classification.
Signal Process.
Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Javier Calpe-Maravilla, Joan Vila-Francés, Antonio J. Serrano-López
2006 J jnl
Urban monitoring using multi-temporal SAR and multi-spectral data.
Pattern Recognit. Lett.
Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe-Maravilla, Emilio Soria-Olivas, Joan Vila-Francés, Gustavo Camps-Valls
2005 — conf
Implementation Challenges in Complex Adaptive Systems.
ReCoSoC
Alfredo Rosado Muñoz, Emilio Soria-Olivas, Joan Vila-Francés, Jordi Muñoz-Marí, Javier Calpe-Maravilla
2005 J jnl
SmartSpectra: Applying multispectral imaging to industrial environments.
Real Time Imaging
Joan Vila-Francés, Javier Calpe, Filiberto Pla, Luis Gómez-Chova, Joseph Connell, John A. Marchant, Javier Calleja, Michael Mulqueen, Jordi Muñoz-Marí, Arnoud C. Klaren
2004 — conf
Design of a Neural Network Model as a Decision Making Aid in Renal Transplant.
ISBMDA
Rafael Magdalena, Antonio J. Serrano, Agustin Serrano, Jorge Muñoz, Joan Vila-Francés, Emilio Soria-Olivas
2003 C conf
Feature selection of hyperspectral data through local correlation and SFFS for crop classification.
IGARSS
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno
2003 C conf
Semi-supervised classification method for hyperspectral remote sensing images.
IGARSS
Luis Gómez-Chova, Javier Calpe, Gustau Camps-Valls, José David Martín-Guerrero, Emilio Soria-Olivas, Joan Vila-Francés, Luis Alonso-Chorda, José Moreno