Damien François
Damien François
Geverifieerd e-mailadres voor uclouvain.be
Titel
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The curse of dimensionality in data mining and time series prediction
M Verleysen, D François
International work-conference on artificial neural networks, 758-770, 2005
4572005
The concentration of fractional distances
D François, V Wertz, M Verleysen
IEEE Transactions on Knowledge and Data Engineering 19 (7), 873-886, 2007
3082007
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
F Rossi, A Lendasse, D François, V Wertz, M Verleysen
Chemometrics and intelligent laboratory systems 80 (2), 215-226, 2006
2502006
Weighted conditional random fields for supervised interpatient heartbeat classification
G De Lannoy, D François, J Delbeke, M Verleysen
IEEE Transactions on Biomedical Engineering 59 (1), 241-247, 2011
1652011
Resampling methods for parameter-free and robust feature selection with mutual information
D François, F Rossi, V Wertz, M Verleysen
Neurocomputing 70 (7-9), 1276-1288, 2007
1422007
Feature clustering and mutual information for the selection of variables in spectral data.
C Krier, D François, F Rossi, M Verleysen
ESANN, 157-162, 2007
692007
On the effects of dimensionality on data analysis with neural networks
M Verleysen, D Francois, G Simon, V Wertz
International Work-Conference on Artificial Neural Networks, 105-112, 2003
642003
High-dimensional data analysis
D François
612007
Fast selection of spectral variables with b-spline compression
F Rossi, D François, V Wertz, M Meurens, M Verleysen
Chemometrics and Intelligent Laboratory Systems 86 (2), 208-218, 2007
552007
Weighted SVMs and feature relevance assessment in supervised heart beat classification
G De Lannoy, D François, J Delbeke, M Verleysen
International Joint Conference on Biomedical Engineering Systems and …, 2010
542010
Spectrophotometric variable selection by mutual information
N Benoudjit, D François, M Meurens, M Verleysen
Chemometrics and Intelligent Laboratory Systems 74 (2), 243-251, 2004
542004
Fault prediction in aircraft engines using self-organizing maps
M Cottrell, P Gaubert, C Eloy, D François, G Hallaux, J Lacaille, ...
International workshop on self-organizing maps, 37-44, 2009
522009
About the locality of kernels in high-dimensional spaces
D Francois, V Wertz, M Verleysen
International Symposium on Applied Stochastic Models and Data Analysis, 238-245, 2005
432005
Non-Euclidean metrics for similarity search in noisy datasets.
D François, V Wertz, M Verleysen
ESANN 2005, 339-344, 2005
412005
Advances in feature selection with mutual information
M Verleysen, F Rossi, D François
Similarity-Based Clustering, 52-69, 2009
382009
The permutation test for feature selection by mutual information.
D François, V Wertz, M Verleysen
ESANN, 239-244, 2006
372006
Feature selection for interpatient supervised heart beat classification
G Doquire, G De Lannoy, D François, M Verleysen
Computational intelligence and neuroscience 2011, 2011
352011
Feature selection for interpatient supervised heart beat classification
G Doquire, G De Lannoy, D François, M Verleysen
Computational intelligence and neuroscience 2011, 2011
352011
A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis
C Krier, F Rossi, D François, M Verleysen
Chemometrics and Intelligent Laboratory Systems 91 (1), 43-53, 2008
352008
Vector quantization: a weighted version for time-series forecasting
A Lendasse, D François, V Wertz, M Verleysen
Future Generation Computer Systems 21 (7), 1056-1067, 2005
332005
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Artikelen 1–20