Damien François

According to our database, Damien François authored at least 27 papers between 2003 and 2012.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2012

Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification.

Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen

IEEE Trans. Biomed. Eng., 2012

2011

Choosing the Metric: A Simple Model Approach.

Damien François, Vincent Wertz, Michel Verleysen

Proceedings of the Meta-Learning in Computational Intelligence, 2011

Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising.

Arnaud de Decker, Damien François, Michel Verleysen, John Aldo Lee

Neurocomputing, 2011

Feature Selection for Interpatient Supervised Heart Beat Classification.

Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen

Comput. Intell. Neurosci., 2011

Class-Specific Feature Selection for One-Against-All Multiclass SVMs.

Gaël de Lannoy, Damien François, Michel Verleysen

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Feature Selection for Inter-patient Supervised Heart Beat Classification.

Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen

Proceedings of the BIOSIGNALS 2011, 2011

2010

Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification.

Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen

Proceedings of the Biomedical Engineering Systems and Technologies, 2010

Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification.

Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen

Proceedings of the BIOSIGNALS 2010, 2010

2009

Feature Selection.

Damien François

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Fault Prediction in Aircraft Engines Using Self-Organizing Maps.

Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Supervised variable clustering for classification of NIR spectra.

Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Advances in Feature Selection with Mutual Information.

Michel Verleysen, Fabrice Rossi, Damien François

Proceedings of the Similarity-Based Clustering, 2009

2008

A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis

Catherine Krier, Fabrice Rossi, Damien François, Michel Verleysen

CoRR, 2008

Methodology and standards for data analysis with machine learning tools.

Damien François

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

High-dimensional data analysis: optimal metrics and feature selection/.

Damien François

PhD thesis, 2007

The Concentration of Fractional Distances.

Damien François, Vincent Wertz, Michel Verleysen

IEEE Trans. Knowl. Data Eng., 2007

Resampling methods for parameter-free and robust feature selection with mutual information.

Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen

Neurocomputing, 2007

Fast Selection of Spectral Variables with B-Spline Compression

Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen

CoRR, 2007

Mutual information for the selection of relevant variables in spectrometric nonlinear modelling

Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen

CoRR, 2007

Feature clustering and mutual information for the selection of variables in spectral data.

Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006

A Functional Approach to Variable Selection in Spectrometric Problems.

Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen

Proceedings of the Artificial Neural Networks, 2006

The permutation test for feature selection by mutual information.

Damien François, Vincent Wertz, Michel Verleysen

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2005

Vector quantization: a weighted version for time-series forecasting.

Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen

Future Gener. Comput. Syst., 2005

The Curse of Dimensionality in Data Mining and Time Series Prediction.

Michel Verleysen, Damien François

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Non-Euclidean metrics for similarity search in noisy datasets.

Damien François, Vincent Wertz, Michel Verleysen

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2003

On the Effects of Dimensionality on Data Analysis with Neural Networks.

Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Nonlinear Time Series Prediction by Weighted Vector Quantization.

Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen

Proceedings of the Computational Science - ICCS 2003, 2003