Joan Vila-Francés

Orcid: 0000-0001-8293-8235

According to our database1, Joan Vila-Francés authored at least 40 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Beyond Words: Analyzing Emotions and Linguistic Characteristics to Detect Hoax-Related Tweets During Spanish Regional Elections.
Int. J. Comput. Intell. Syst., December, 2024

Applied Machine Learning to Anomaly Detection in Enterprise Purchase Processes.
CoRR, 2024

Multimodal video analysis for crowd anomaly detection using open access tourism cameras.
CoRR, 2024

Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance.
CoRR, 2024

2023
Empirical study of the modulus as activation function in computer vision applications.
Eng. Appl. Artif. Intell., April, 2023

Text Characterisation for the Fight Against Political Misinformation.
Proceedings of the Artificial Intelligence Research and Development, 2023

2022
Online polarization and cross-fertilization in multi-cleavage societies: the case of Spain.
Soc. Netw. Anal. Min., 2022

2021
End-to-end Keyword Spotting using Xception-1d.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2019
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps.
Comput. Secur., 2019

2017
Diurnal Cycle Relationships between Passive Fluorescence, PRI and NPQ of Vegetation in a Controlled Stress Experiment.
Remote. Sens., 2017

2016
Online fitted policy iteration based on extreme learning machines.
Knowl. Based Syst., 2016

2015
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing Classes.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Application of machine learning techniques to analyse the effects of physical exercise in ventricular fibrillation.
Comput. Biol. Medicine, 2014

Optimization of anemia treatment in hemodialysis patients via reinforcement learning.
Artif. Intell. Medicine, 2014

Ensembles of extreme learning machine networks for value prediction.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013
Expert system for predicting unstable angina based on Bayesian networks.
Expert Syst. Appl., 2013

Bayesian Regularized Committee of Extreme Learning Machine.
Proceedings of the ICPRAM 2013, 2013

ManiSonS: A New Visualization Tool for Manifold Clustering.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
extended visualization method for classification trees.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
BELM: Bayesian Extreme Learning Machine.
IEEE Trans. Neural Networks, 2011

Growing Hierarchical Sectors on Sectors.
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010
Improving the performance of acousto-optic tunable filters in imaging applications.
J. Electronic Imaging, 2010

2009
Biophysical Parameter Estimation with Adaptive Gaussian Processes.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification.
IEEE Geosci. Remote. Sens. Lett., 2008

An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices.
J. Univers. Comput. Sci., 2008

Configurable Passband Imaging Spectrometer Based on Acousto-optic Tunable Filter.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Remote sensing of chlorophyll fluorescence for estimation of stress in vegetation. recommendations for future missions.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Sensitivity analysis of the fraunhofer line discrimination method for the measurement of chlorophyll fluorescence using a field spectroradiometer.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Non-linear RLS-based algorithm for pattern classification.
Signal Process., 2006

Urban monitoring using multi-temporal SAR and multi-spectral data.
Pattern Recognit. Lett., 2006

Composite kernels for hyperspectral image classification.
IEEE Geosci. Remote. Sens. Lett., 2006

400 - to 1000 - nm imaging spectrometer based on acousto-optic tunable filters.
J. Electronic Imaging, 2006

Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function.
Neurocomputing, 2006

Enhancing decision-based neural networks through local competition.
Neurocomputing, 2006

2005
SmartSpectra: Applying multispectral imaging to industrial environments.
Real Time Imaging, 2005

Implementation Challenges in Complex Adaptive Systems.
Proceedings of the 1st International Workshop on Reconfigurable Communication-centric Systems-on-Chip, 2005

2004
Design of a Neural Network Model as a Decision Making Aid in Renal Transplant.
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004

2003
Semi-supervised classification method for hyperspectral remote sensing images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Feature selection of hyperspectral data through local correlation and SFFS for crop classification.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003


  Loading...