Damien François

	2012
28		Gael de Lannoy, Damien François, Jean Delbeke, Michel Verleysen: Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Engineering 59(1): 241-247 (2012)
	2011
27		Gauthier Doquire, Gael de Lannoy, Damien François, Michel Verleysen: Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS 2011: 67-73
26		Gael de Lannoy, Damien François, Michel Verleysen: Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN 2011
25		Damien François, Vincent Wertz, Michel Verleysen: Choosing the Metric: A Simple Model Approach. Meta-Learning in Computational Intelligence 2011: 97-115
24		Gauthier Doquire, Gael de Lannoy, Damien François, Michel Verleysen: Feature Selection for Interpatient Supervised Heart Beat Classification. Comp. Int. and Neurosc. 2011: (2011)
23		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): 1402-1410 (2011)
	2010
22		Gael de Lannoy, Damien François, Jean Delbeke, Michel Verleysen: Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. BIOSIGNALS 2010: 13-20
21		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
	2009
20		Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen: Supervised variable clustering for classification of NIR spectra. ESANN 2009
19		Michel Verleysen, Fabrice Rossi, Damien François: Advances in Feature Selection with Mutual Information. Similarity-Based Clustering 2009: 52-69
18		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: 37-44
17		Damien François: Feature Selection. Encyclopedia of Data Warehousing and Mining 2009: 878-882
16		Michel Verleysen, Fabrice Rossi, Damien François: Advances in Feature Selection with Mutual Information CoRR abs/0909.0635: (2009)
	2008
15		Damien François: Methodology and standards for data analysis with machine learning tools. ESANN 2008: 239-246
14		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 abs/0802.0287: (2008)
	2007
13		Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen: Feature clustering and mutual information for the selection of variables in spectral data. ESANN 2007: 157-162
12		Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Mutual information for the selection of relevant variables in spectrometric nonlinear modelling CoRR abs/0709.3427: (2007)
11		Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen: Fast Selection of Spectral Variables with B-Spline Compression CoRR abs/0709.3639: (2007)
10		Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen: Resampling methods for parameter-free and robust feature selection with mutual information CoRR abs/0709.3640: (2007)
9		Damien François, Vincent Wertz, Michel Verleysen: The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007)
8		Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen: Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomputing 70(7-9): 1276-1288 (2007)
	2006
7		Damien François, Vincent Wertz, Michel Verleysen: The permutation test for feature selection by mutual information. ESANN 2006: 239-244
6		Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen: A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) 2006: 11-20
	2005
5		Damien François, Vincent Wertz, Michel Verleysen: Non-Euclidean metrics for similarity search in noisy datasets. ESANN 2005: 339-344
4		Michel Verleysen, Damien François: The Curse of Dimensionality in Data Mining and Time Series Prediction. IWANN 2005: 758-770
3		Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Vector quantization: a weighted version for time-series forecasting. Future Generation Comp. Syst. 21(7): 1056-1067 (2005)
	2003
2		Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz: On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) 2003: 105-112
1		Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science 2003: 417-426

Coauthor Index

1	Marie Cottrell	[18]
2	Arnaud de Decker	[21] [23]
3	Jean Delbeke	[22] [28]
4	Gauthier Doquire	[24] [27]
5	Cédric Eloy	[18]
6	Patrice Gaubert	[18]
7	Geoffroy Hallaux	[18]
8	Catherine Krier	[13] [14] [20]
9	Jérôme Lacaille	[18]
10	Gael de Lannoy	[22] [24] [26] [27] [28]
11	John Aldo Lee	[21] [23]
12	Amaury Lendasse	[1] [3] [12]
13	Marc Meurens	[11]
14	Fabrice Rossi	[6] [8] [10] [11] [12] [13] [14] [16] [19] [20]
15	Geoffroy Simon	[2]
16	Michel Verleysen	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [16] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28]
17	Vincent Wertz	[1] [2] [3] [5] [6] [7] [8] [9] [10] [11] [12] [25]

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