Damien François

31 papers B 7Misc 2Journal 12Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Drop-in efficient self-attention approximation method. Mach. Learn. Damien François, Mathis Saillot, Jacques Klein, Tegawendé F. Bissyandé, Alexander Skupin
2012	J	`jnl`	Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Eng. Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
2011	—	`ch.`	Choosing the Metric: A Simple Model Approach. Meta-Learning in Computational Intelligence Damien François, Vincent Wertz, Michel Verleysen
2011	B	`conf`	Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN Gaël de Lannoy, Damien François, Michel Verleysen
2011	—	`conf`	Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
2011	J	`jnl`	Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
2011	J	`jnl`	Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. Neurocomputing Arnaud de Decker, Damien François, Michel Verleysen, John Aldo Lee
2010	—	`conf`	Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. BIOSIGNALS Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
2010	B	`conf`	Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. ESANN Arnaud de Decker, John Aldo Lee, Damien François, Michel Verleysen
2010	—	`conf`	Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. BIOSTEC (Selected Papers) Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
2009	J	`jnl`	Advances in Feature Selection with Mutual Information CoRR Michel Verleysen, Fabrice Rossi, Damien François
2009	—	`conf`	Advances in Feature Selection with Mutual Information. Similarity-Based Clustering Michel Verleysen, Fabrice Rossi, Damien François
2009	—	`conf`	Fault Prediction in Aircraft Engines Using Self-Organizing Maps. WSOM Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen
2009	—	`ch.`	Feature Selection. Encyclopedia of Data Warehousing and Mining Damien François
2009	B	`conf`	Supervised variable clustering for classification of NIR spectra. ESANN Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen
2008	J	`jnl`	A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis CoRR Catherine Krier, Fabrice Rossi, Damien François, Michel Verleysen
2008	B	`conf`	Methodology and standards for data analysis with machine learning tools. ESANN Damien François
2007	J	`jnl`	Fast Selection of Spectral Variables with B-Spline Compression CoRR Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen
2007	B	`conf`	Feature clustering and mutual information for the selection of variables in spectral data. ESANN Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen
2007	—	`—`	High-dimensional data analysis: optimal metrics and feature selection/. Damien François
2007	J	`jnl`	Mutual information for the selection of relevant variables in spectrometric nonlinear modelling CoRR Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
2007	J	`jnl`	Resampling methods for parameter-free and robust feature selection with mutual information CoRR Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
2007	J	`jnl`	Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomputing Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen
2007	J	`jnl`	The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. Damien François, Vincent Wertz, Michel Verleysen
2006	—	`conf`	A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen
2006	B	`conf`	The permutation test for feature selection by mutual information. ESANN Damien François, Vincent Wertz, Michel Verleysen
2005	B	`conf`	Non-Euclidean metrics for similarity search in noisy datasets. ESANN Damien François, Vincent Wertz, Michel Verleysen
2005	Misc	`conf`	The Curse of Dimensionality in Data Mining and Time Series Prediction. IWANN Michel Verleysen, Damien François
2005	J	`jnl`	Vector quantization: a weighted version for time-series forecasting. Future Gener. Comput. Syst. Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
2003	Misc	`conf`	Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen
2003	—	`conf`	On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz