Wehenkel's publications with Systems and Modeling

Application of an advanced transient stability assessment and control method to a realistic power system

D. Cirio, D. Lucarella, G. Vimercati, Stefano Massuco, A. Morini, Federico Silvestro, Damien Ernst, Mania Pavella, Louis Wehenkel

Proc. 15th Power System Computation Conference, Liege (Belgium) - 2005

Applications of an interior point method based optimal power flow

Florin Capitanescu, Mevludin Glavic, Louis Wehenkel

Proceedings of the CEE conference, Coimbra, Portugal, page 6 - October 2005

Approximate value iteration in the reinforcement learning context. Application to electrical power system control

Damien Ernst, Mevludin Glavic, Pierre Geurts, Louis Wehenkel

International Journal of Emerging Electric Power Systems, Volume 3, Number 1, page 1066.1--1066.37 - 2005

Biomedical Image Classification with Random Subwindows and Decision Trees

Raphaël Marée, Pierre Geurts, Justus Piater, Louis Wehenkel

Proc. ICCV workshop on Computer Vision for Biomedical Image Applications (CVIBA 2005), Volume 3765, page 220-229 - oct 2005

Closed-form dual perturb and combine for tree-based models

Pierre Geurts, Louis Wehenkel

Proceedings of the International Conference on Machine Learning (ICML 2005) - 2005

Combining a Stability and a Performance Oriented Control in Power Systems

Mevludin Glavic, Damien Ernst, Louis Wehenkel

IEEE Transactions on Power Systems, Volume 6, page 503-556 - April 2005

Decision Trees and Random Subwindows for Object Recognition

Raphaël Marée, Pierre Geurts, Justus Piater, Louis Wehenkel

ICML workshop on Machine Learning Techniques for Processing Multimedia Content (MLMM2005) - 2005

Discovery of new rheumatoid arthritis biomarkers using SELDI-TOF-MS ProteinChip approach

Dominique deSeny, Marianne Fillet, Marie-Alice Meuwis, Pierre Geurts, Laurence Lutteri, Clio Ribbens, Vincent Bours, Louis Wehenkel, Jacques Piette, Michel Malaise, Marie-Paule Merville

Arthritis and Rheumatism, Volume 52, Number 12, page 3801--3812 - nov 2005

Experience with the multiple centrality corrections interior point algorithm for optimal power flow

Florin Capitanescu, Mevludin Glavic, Louis Wehenkel

Proceedings of the CEE conference, Coimbra, Portugal, page 6 - October 2005

New developments in the application of automatic learning to power system control

Louis Wehenkel, Mevludin Glavic, Damien Ernst

Proc. 15th Power System Computation Conference, Liege (Belgium) - 2005

Preventive and Emergency Control of Power Systems

Louis Wehenkel, Daniel Ruiz-Vega, Damien Ernst, Mania Pavella

Real Time Stability in Power Systems - Techniques for Early Detection of the Risk of Blackout, Springer Verlag, page 199-232 - 2005

Proteomic and genomic data classification using decision tree based ensemble methods - Application to the diagnosis of inflammatory diseases

Pierre Geurts, Marianne Fillet, Dominique deSeny, Marie-Alice Meuwis, Marie-Paule Merville, Louis Wehenkel

Proc. Benelux Bioinformatics Conference, Ghent - apr 2005

Proteomic mass spectra classification using decision tree based ensemble methods

Pierre Geurts, Dominique deSeny, Marianne Fillet, Marie-Alice Meuwis, Michel Malaise, Marie-Paule Merville, Louis Wehenkel

Bioinformatics, Volume 21, Number 14, page 3138--3145 - 2005

Proteomic using Surface Enhanced Laser Desorption/Ionization Time-Of-Flight Mass spectrometry for the diagnosis of Crohn’s disease and ulcerative colitis

Marie-Alice Meuwis, Dominique deSeny, Marianne Fillet, Pierre Geurts, Louis Wehenkel, Jacques Belaiche, Michel Malaise, Edouard Louis, Marie-Paule Merville

Proc. Digestive Disease Week, Chicago - May 2005

Proteomics Using Surface Enhanced Laser Desorption Ionization-Time Of Flight-Mass Spectrometry for the Diagnosis of Crohn's Disease and Ulcerative Colitis

Marie-Alice Meuwis, Marianne Fillet, Dominique deSeny, Pierre Geurts, Louis Wehenkel, Jacques Belaiche, Michel Malaise, Edouard Louis, Marie-Paule Merville

Proc. 13th United European Gastroenterology week, Copenhagen, Danemark - oct 2005

Proteomics Using Seldi-TOF-MS for the Diagnosis of Crohn's Disease and Ulcerative Colitis

Marie-Alice Meuwis, Dominique deSeny, Marianne Fillet, Pierre Geurts, Louis Wehenkel, Jacques Belaiche, Edouard Louis, Marie-Paule Merville

Acta Enterologica Belgica, Volume 68, Number 1, page D38 - 2005

Random Subwindows for Robust Image Classification

Raphaël Marée, Pierre Geurts, Justus Piater, Louis Wehenkel

Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2005), Volume 1, page 34--40 - June 2005

Segment and combine approach for Biological Sequence Classification

Pierre Geurts, Antia Blanco Cuesta, Louis Wehenkel

Proc. IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2005), page 194--201 - 2005

Segment and combine approach for non-parametric time-series classification

Pierre Geurts, Louis Wehenkel

Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD) - October 2005

Tree-Based Batch Mode Reinforcement Learning

Damien Ernst, Pierre Geurts, Louis Wehenkel

Journal of Machine Learning Research, Volume 6, page 503-556 - April 2005