Vincent Wertz

Bouchra Abouzaid, Vincent Wertz, Mohamed E. Achhab: Feedback Stabilization of Infinite-Dimensional Linear Systems with Constraints on Control and its Rate. Eur. J. Control 17(2): 183-190 (2011)

Damien François, Vincent Wertz, Michel Verleysen: Choosing the Metric: A Simple Model Approach. Meta-Learning in Computational Intelligence 2011: 97-115

Bouchra Abouzaid, Joseph J. Winkin, Vincent Wertz: Positive stabilization of infinite-dimensional linear systems. CDC 2010: 845-850

Victor Onclinx, John Aldo Lee, Vincent Wertz, Michel Verleysen: Dimensionality reduction by rank preservation. IJCNN 2010: 1-8

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)

Bouchra Abouzaid, Mohamed E. Achhab, Vincent Wertz: Stabilization of a class of partially observed infinite-dimensional systems with control constraints. IMA J. Math. Control & Information 26(1): 79-94 (2009)

Emile Simon, Vincent Wertz: Optimal control of coal-fired power plants using a LMI formulation. CCA/ISIC 2009: 750-755

Badreddine Bouzouita, Faouzi Bouani, Vincent Wertz, Mekki Ksouri: Implementation of SISO robust predictive control to a three tanks system. CCA 2008: 323-328

Victor Onclinx, Vincent Wertz, Michel Verleysen: Nonlinear data projection on a sphere with controlled trade-off between trustworthiness and continuity. ESANN 2008: 43-48

Nadia Barje, Mohamed E. Achhab, Vincent Wertz: Exponential Observer for a Class of Nonlinear Distributed Parameter Systems with Application to a Nonisothermal Tubular Reactor. ICINCO-ICSO 2008: 20-27

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)

Damien François, Vincent Wertz, Michel Verleysen: The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007)

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)

Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen: Fast Selection of Spectral Variables with B-Spline Compression. CoRR abs/0709.3639 (2007)

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)

Damien François, Vincent Wertz, Michel Verleysen: The permutation test for feature selection by mutual information. ESANN 2006: 239-244

Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen: A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) 2006: 11-20

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)

Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen: Fast bootstrap methodology for regression model selection. Neurocomputing 64: 161-181 (2005)

Damien François, Vincent Wertz, Michel Verleysen: Non-Euclidean metrics for similarity search in noisy datasets. ESANN 2005: 339-344

Amaury Lendasse, Geoffroy Simon, Vincent Wertz, Michel Verleysen: Fast bootstrap for least-square support vector machines. ESANN 2004: 525-530

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)

Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen: Fast approximation of the bootstrap for model selection. ESANN 2003: 475-480

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

Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen: Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science 2003: 417-426

Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz: On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) 2003: 105-112

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)

Mohamed Laid Hadjili, Vincent Wertz: Takagi-Sugeno fuzzy modeling incorporating input variables selection. IEEE T. Fuzzy Systems 10(6): 728-742 (2002)

Salim Filali, Vincent Wertz: Using genetic algorithms to optimize the design parameters of generalized predictive controllers. Int. J. Systems Science 32(4): 503-512 (2001)

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

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

Nicolas Donckers, Amaury Lendasse, Vincent Wertz, Michel Verleysen: Extraction of intrinsic dimension using CCA - Application to blind sources separation. ESANN 1999: 339-344

Marc Haest, Georges Bastin, Michel Gevers, Vincent Wertz: ESPION: An expert system for system identification. Automatica 26(1): 85-95 (1990)

Vincent Wertz, P. Demeuse: Application of Clarke-Gawthrop type controllers for the bottom temperature of a glass furnace. Automatica 23(2): 215-220 (1987)