2009 |
22 | EE | Victor Onclinx,
Vincent Wertz,
Michel Verleysen:
Nonlinear data projection on non-Euclidean manifolds with controlled trade-off between trustworthiness and continuity.
Neurocomputing 72(7-9): 1444-1454 (2009) |
2008 |
21 | EE | Victor Onclinx,
Vincent Wertz,
Michel Verleysen:
Nonlinear data projection on a sphere with controlled trade-off between trustworthiness and continuity.
ESANN 2008: 43-48 |
2007 |
20 | EE | Fabrice Rossi,
Amaury Lendasse,
Damien François,
Vincent Wertz,
Michel Verleysen:
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
CoRR abs/0709.3427: (2007) |
19 | EE | Fabrice Rossi,
Damien François,
Vincent Wertz,
Marc Meurens,
Michel Verleysen:
Fast Selection of Spectral Variables with B-Spline Compression
CoRR abs/0709.3639: (2007) |
18 | EE | Damien François,
Fabrice Rossi,
Vincent Wertz,
Michel Verleysen:
Resampling methods for parameter-free and robust feature selection with mutual information
CoRR abs/0709.3640: (2007) |
17 | EE | Damien François,
Vincent Wertz,
Michel Verleysen:
The Concentration of Fractional Distances.
IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007) |
16 | EE | Damien François,
Fabrice Rossi,
Vincent Wertz,
Michel Verleysen:
Resampling methods for parameter-free and robust feature selection with mutual information.
Neurocomputing 70(7-9): 1276-1288 (2007) |
2006 |
15 | EE | Damien François,
Vincent Wertz,
Michel Verleysen:
The permutation test for feature selection by mutual information.
ESANN 2006: 239-244 |
14 | EE | Fabrice Rossi,
Damien François,
Vincent Wertz,
Michel Verleysen:
A Functional Approach to Variable Selection in Spectrometric Problems.
ICANN (1) 2006: 11-20 |
2005 |
13 | EE | Damien François,
Vincent Wertz,
Michel Verleysen:
Non-Euclidean metrics for similarity search in noisy datasets.
ESANN 2005: 339-344 |
12 | EE | Amaury Lendasse,
Damien François,
Vincent Wertz,
Michel Verleysen:
Vector quantization: a weighted version for time-series forecasting.
Future Generation Comp. Syst. 21(7): 1056-1067 (2005) |
11 | EE | Amaury Lendasse,
Geoffroy Simon,
Vincent Wertz,
Michel Verleysen:
Fast bootstrap methodology for regression model selection.
Neurocomputing 64: 161-181 (2005) |
2004 |
10 | EE | Amaury Lendasse,
Geoffroy Simon,
Vincent Wertz,
Michel Verleysen:
Fast bootstrap for least-square support vector machines.
ESANN 2004: 525-530 |
2003 |
9 | EE | Geoffroy Simon,
Amaury Lendasse,
Vincent Wertz,
Michel Verleysen:
Fast approximation of the bootstrap for model selection.
ESANN 2003: 475-480 |
8 | EE | Amaury Lendasse,
Vincent Wertz,
Michel Verleysen:
Model Selection with Cross-Validations and Bootstraps - Application to Time Series Prediction with RBFN Models.
ICANN 2003: 573-580 |
7 | EE | Michel Verleysen,
Damien François,
Geoffroy Simon,
Vincent Wertz:
On the Effects of Dimensionality on Data Analysis with Neural Networks.
IWANN (2) 2003: 105-112 |
6 | EE | Amaury Lendasse,
Damien François,
Vincent Wertz,
Michel Verleysen:
Nonlinear Time Series Prediction by Weighted Vector Quantization.
International Conference on Computational Science 2003: 417-426 |
5 | EE | C. Stanciulescu,
Philippe Fortemps,
M. Installé,
Vincent Wertz:
Multiobjective fuzzy linear programming problems with fuzzy decision variables.
European Journal of Operational Research 149(3): 654-675 (2003) |
2002 |
4 | EE | Amaury Lendasse,
John Aldo Lee,
Vincent Wertz,
Michel Verleysen:
Forecasting electricity consumption using nonlinear projection and self-organizing maps.
Neurocomputing 48(1-4): 299-311 (2002) |
2001 |
3 | EE | Amaury Lendasse,
John Aldo Lee,
Eric de Bodt,
Vincent Wertz,
Michel Verleysen:
Input data reduction for the prediction of financial time series.
ESANN 2001: 237-244 |
2000 |
2 | EE | Amaury Lendasse,
John Aldo Lee,
Vincent Wertz,
Michel Verleysen:
Time series forecasting using CCA and Kohonen maps - application to electricity consumption.
ESANN 2000: 329-334 |
1999 |
1 | EE | Nicolas Donckers,
Amaury Lendasse,
Vincent Wertz,
Michel Verleysen:
Extraction of intrinsic dimension using CCA - Application to blind sources separation.
ESANN 1999: 339-344 |