Michel Verleysen
Michel Verleysen
Université catholique de Louvain, ICTEAM, EPL
Verified email at uclouvain.be
TitleCited byYear
Nonlinear dimensionality reduction
JA Lee, M Verleysen
Springer Science & Business Media, 2007
14082007
Unique in the crowd: The privacy bounds of human mobility
YA De Montjoye, CA Hidalgo, M Verleysen, VD Blondel
Scientific reports 3, 1376, 2013
10752013
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
6012013
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
2962005
The concentration of fractional distances
D Francois, V Wertz, M Verleysen
IEEE Transactions on Knowledge and Data Engineering 19 (7), 873-886, 2007
2692007
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
2362006
Quality assessment of dimensionality reduction: Rank-based criteria
JA Lee, M Verleysen
Neurocomputing 72 (7-9), 1431-1443, 2009
2012009
Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis
JA Lee, A Lendasse, M Verleysen
Neurocomputing 57, 49-76, 2004
1992004
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
1811998
Learning high-dimensional data
M Verleysen
Nato Science Series Sub Series III Computer And Systems Sciences 186, 141-162, 2003
1652003
A robust nonlinear projection method
JA Lee, A Lendasse, N Donckers, M Verleysen
European Symposium on Artificial Neural Networks (ESANN'2000), 2000
1562000
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
1412009
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
1412000
Image processing and analysis with graphs: theory and practice
O Lézoray, L Grady
CRC Press, 2012
1282012
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
1272007
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
1222011
On the kernel widths in radial-basis function networks
N Benoudjit, M Verleysen
Neural Processing Letters 18 (2), 139-154, 2003
1182003
Curvilinear distance analysis versus Isomap.
JA Lee, A Lendasse, M Verleysen
ESANN 2, 185-192, 2002
1172002
clustering using a random walk based distance measure.
L Yen, D Vanvyve, F Wouters, F Fouss, M Verleysen, M Saerens
ESANN, 317-324, 2005
1162005
Representation of functional data in neural networks
F Rossi, N Delannay, B Conan-Guez, M Verleysen
Neurocomputing 64, 183-210, 2005
1162005
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