Unique in the crowd: The privacy bounds of human mobility YA De Montjoye, CA Hidalgo, M Verleysen, VD Blondel Scientific reports 3 (1), 1-5, 2013 | 2096 | 2013 |
Nonlinear dimensionality reduction JA Lee, M Verleysen Springer, 2007 | 2079 | 2007 |
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 | 1920 | 2013 |
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 | 965 | 2005 |
The concentration of fractional distances D François, V Wertz, M Verleysen IEEE Transactions on Knowledge and Data Engineering 19 (7), 873-886, 2007 | 374 | 2007 |
Quality assessment of dimensionality reduction: Rank-based criteria JA Lee, M Verleysen Neurocomputing 72 (7-9), 1431-1443, 2009 | 354 | 2009 |
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 | 306 | 2009 |
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 | 273 | 2006 |
Clustering smart card data for urban mobility analysis K Mohamed, E Côme, L Oukhellou, M Verleysen IEEE Transactions on intelligent transportation systems 18 (3), 712-728, 2016 | 259 | 2016 |
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 | 242 | 2011 |
Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis JA Lee, A Lendasse, M Verleysen Neurocomputing 57, 49-76, 2004 | 233 | 2004 |
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 | 200 | 1998 |
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 | 191 | 2000 |
Learning high-dimensional data M Verleysen Nato Science Series Sub Series III Computer And Systems Sciences 186, 141-162, 2003 | 186 | 2003 |
A robust nonlinear projection method JA Lee, A Lendasse, N Donckers, M Verleysen European Symposium on Artificial Neural Networks (ESANN'2000), 2000 | 168 | 2000 |
Representation of functional data in neural networks F Rossi, N Delannay, B Conan-Guez, M Verleysen Neurocomputing 64, 183-210, 2005 | 164 | 2005 |
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 | 163 | 2007 |
On the kernel widths in radial-basis function networks N Benoudjit, M Verleysen Neural Processing Letters 18, 139-154, 2003 | 161 | 2003 |
Mutual information-based feature selection for multilabel classification G Doquire, M Verleysen Neurocomputing 122, 148-155, 2013 | 153 | 2013 |
Using SVMs with randomised feature spaces: an extreme learning approach. B Frénay, M Verleysen ESANN, 2010 | 143 | 2010 |