Vincent Wertz

The Concentration of Fractional Distances

Damien François, Vincent Wertz, Michel Verleysen · IEEE Transactions on Knowledge and Data Engineering · 2007 · 312 citations

Euclidean Distance, Concentration Phenomenon, Density Estimation +14

Mutual information for the selection of relevant variables in spectrometric nonlinear modelling

Fabrice Rossi, Amaury Lendasse, D. François et al. · Chemometrics and Intelligent Laboratory Systems · 2005 · 216 citations · Full text

Relevant Variables, Parameter Identification, Parameter Estimation +9

The determination of optimum structures for the state space representation of multivariate stochastic processes

Vincent Wertz, M. Gevers, E. J. Hannan · IEEE Transactions on Automatic Control · 1982 · 130 citations

Mathematical Programming, Admissible Structures, Parameter Estimation +21

Resampling methods for parameter-free and robust feature selection with mutual information

D. François, Fabrice Rossi, Vincent Wertz et al. · Neurocomputing · 2007 · 129 citations · Full text

Image Analysis, Machine Learning, Data Science +13

Non-linear financial time series forecasting -Application to the Bel 20 stock market index

Amaury Lendasse, Eric de Bodt, Vincent Wertz et al. · European Journal of Economic and Social Systems · 2000 · 128 citations · Full text