Michel Verleysen
Michel Verleysen
Adresse e-mail validée de uclouvain.be
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Principal manifolds and nonlinear dimensionality reduction via tangent space alignment
Z Zhang, H Zha
SIAM journal on scientific computing 26 (1), 313-338, 2004
20302004
Nonlinear dimensionality reduction
JA Lee, M Verleysen
Springer Science & Business Media, 2007
15162007
Unique in the crowd: The privacy bounds of human mobility
YA De Montjoye, CA Hidalgo, M Verleysen, VD Blondel
Scientific reports 3, 1376, 2013
12522013
Classification in the presence of label noise: a survey
B Frénay, M Verleysen
IEEE transactions on neural networks and learning systems 25 (5), 845-869, 2013
7662013
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
3652005
The concentration of fractional distances
D Francois, V Wertz, M Verleysen
IEEE Transactions on Knowledge and Data Engineering 19 (7), 873-886, 2007
2922007
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
2462006
Quality assessment of dimensionality reduction: Rank-based criteria
JA Lee, M Verleysen
Neurocomputing 72 (7-9), 1431-1443, 2009
2152009
Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis
JA Lee, A Lendasse, M Verleysen
Neurocomputing 57, 49-76, 2004
2032004
Image compression by self-organized Kohonen map
C Amerijckx, M Verleysen, P Thissen, JD Legat
IEEE Transactions on neural networks 9 (3), 503-507, 1998
1851998
Learning high-dimensional data
M Verleysen
Nato Science Series Sub Series III Computer And Systems Sciences 186, 141-162, 2003
1712003
K nearest neighbours with mutual information for simultaneous classification and missing data imputation
PJ García-Laencina, JL Sancho-Gómez, AR Figueiras-Vidal, M Verleysen
Neurocomputing 72 (7-9), 1483-1493, 2009
1582009
A robust nonlinear projection method
JA Lee, A Lendasse, N Donckers, M Verleysen
European Symposium on Artificial Neural Networks (ESANN'2000), 2000
1552000
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
1452011
Non-linear financial time series forecasting-Application to the Bel 20 stock market index
A Lendasse, E de Bodt, V Wertz, M Verleysen
European Journal of Economic and Social Systems 14 (1), 81-91, 2000
1452000
Image processing and analysis with graphs: theory and practice
O Lézoray, L Grady
CRC Press, 2012
1382012
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
1332007
Using SVMs with randomised feature spaces: an extreme learning approach.
B Frénay, M Verleysen
ESANN, 2010
1232010
Statistical tools to assess the reliability of self-organizing maps
E De Bodt, M Cottrell, M Verleysen
Neural Networks 15 (8-9), 967-978, 2002
1232002
On the kernel widths in radial-basis function networks
N Benoudjit, M Verleysen
Neural Processing Letters 18 (2), 139-154, 2003
1212003
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