Louis Wehenkel - Selected Publications#

Extremely randomized trees, P Geurts, D Ernst, L Wehenkel, Machine learning 63, 3-42, 2006.

Tree-based batch mode reinforcement learning, D Ernst, P Geurts, L Wehenkel, Journal of Machine Learning Research 6, 503-556, 2005.

Inferring regulatory networks from expression data using tree-based methods, VA Huynh-Thu, A Irrthum, L Wehenkel, P Geurts, PLoS One 5 (9), 2010.

Understanding variable importances in forests of randomized trees, G Louppe, L Wehenkel, A Sutera, P Geurts, Advances in neural information processing systems, 2013.

A complete fuzzy decision tree technique, C Olaru, L Wehenkel, Fuzzy sets and systems 13(2), 221-254, 2003.

Automatic learning techniques in power systems, L Wehenkel, Springer Science & Business Media, 1998.

Random subwindows for robust image classification, R Marée, P Geurts, J Piater, L Wehenkel, IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005.

Contingency Ranking With Respect to Overloads in Very Large Power Systems Taking Into Account Uncertainty, Preventive, and Corrective Actions, S Fliscounakis, P Panciatici, F Capitanescu, L Wehenkel, IEEE Transactions on Power Systems, 28(4), 4909-4917, 2013.

An artificial intelligence framework for online transient stability assessment of power systems, L Wehenkel, T Van Cutsem, M Ribbens-Pavella, IEEE Transactions on Power Systems 4 (2), 789-800, 1989.

A machine learning-based approximation of strong branching, A Marcos Alvarez, Q Louveaux, L Wehenkel, INFORMS Journal on Computing 29 (1), 185-195, 2017.