Damien François

Publication Activity (10 Years)

Years Active: 2003-2012
Publications (10 Years): 0

Top Topics

Multiclass Classification

Structured Learning

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Eng. 59 (1) (2012)
Gaël de Lannoy, Damien François, Michel Verleysen
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN (2011)
Arnaud de Decker, Damien François, Michel Verleysen, John Aldo Lee
Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. Neurocomputing 74 (9) (2011)
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. 2011 (2011)
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS (2011)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. BIOSIGNALS (2010)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. BIOSTEC (Selected Papers) (2010)
Arnaud de Decker, John Aldo Lee, Damien François, Michel Verleysen
Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. ESANN (2010)
Michel Verleysen, Fabrice Rossi, Damien François
Advances in Feature Selection with Mutual Information. Similarity-Based Clustering (2009)
Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen
Fault Prediction in Aircraft Engines Using Self-Organizing Maps. WSOM (2009)
Michel Verleysen, Fabrice Rossi, Damien François
Advances in Feature Selection with Mutual Information CoRR (2009)
Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen
Supervised variable clustering for classification of NIR spectra. ESANN (2009)
Catherine Krier, Fabrice Rossi, Damien François, Michel Verleysen
A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis CoRR (2008)
Damien François
Methodology and standards for data analysis with machine learning tools. ESANN (2008)
Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling CoRR (2007)
Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen
Feature clustering and mutual information for the selection of variables in spectral data. ESANN (2007)
Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomputing 70 (7-9) (2007)
Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen
Fast Selection of Spectral Variables with B-Spline Compression CoRR (2007)
Damien François, Vincent Wertz, Michel Verleysen
The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. 19 (7) (2007)
Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
Resampling methods for parameter-free and robust feature selection with mutual information CoRR (2007)
Damien François, Vincent Wertz, Michel Verleysen
The permutation test for feature selection by mutual information. ESANN (2006)
Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen
A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) (2006)
Michel Verleysen, Damien François
The Curse of Dimensionality in Data Mining and Time Series Prediction. IWANN (2005)
Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
Vector quantization: a weighted version for time-series forecasting. Future Gener. Comput. Syst. 21 (7) (2005)
Damien François, Vincent Wertz, Michel Verleysen
Non-Euclidean metrics for similarity search in noisy datasets. ESANN (2005)
Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz
On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) (2003)
Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science (2003)