Louis Wehenkel

Cited by

	All	Since 2016
Citations	17608	9204
h-index	51	35
i10-index	191	104

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Co-authors

Pierre GeurtsProfessor of Computer Science, University of Liège, BelgiumVerified email at ulg.ac.be
Damien ErnstProfessor at the University of Liège and co-founder of Blacklight AnalyticsVerified email at ulg.ac.be
Raphaël MaréeMontefiore Institute - University of LiègeVerified email at uliege.be
Mania PavellaEmeritus professor of electrical engineering, University of LiègeVerified email at ulg.ac.be
Florin CapitanescuSenior researcher at Luxembourg Institute of Science and Technology (LIST)Verified email at webmails.com
Mevludin GlavicIndependent Researcher/ConsultantVerified email at montefiore.ulg.ac.be
Thierry Van CutsemFund of Scientific Research (FNRS) and University of Liege (Belgium)Verified email at ulg.ac.be
Marianne FilletProfesseur, Département de Pharmacie, Universiy of LiegeVerified email at lam-ulg.com
PanciaticiRTEVerified email at rte-france.com
Raphael FonteneauResearcher @ University of Liège, Liège, BelgiumVerified email at ulg.ac.be
Alexandre IrrthumBreast International Group - aisblVerified email at bigagainstbc.org
Efthymios KarangelosUniversity of LiegeVerified email at ulg.ac.be
Boris DefournyLehigh UniversityVerified email at lehigh.edu
Susan MurphyHarvard UniversityVerified email at g.harvard.edu
francis maesPostdoctoral fellow, University of Leuven, BelgiumVerified email at cs.kuleuven.be
Antonio SuteraUniversity of LiègeVerified email at ulg.ac.be
Edouard LouisUniversity LiegeVerified email at ulg.ac.be
François SchnitzlerSenior Scientist, InterDigitalVerified email at interdigital.com
Justus PiaterProfessor of Computer Science, University of Innsbruck, AustriaVerified email at uibk.ac.at
Vân Anh Huynh-ThuUniversity of LiègeVerified email at uliege.be

Louis Wehenkel

Professor of Electrical Engineering and Computer Science, University of Liège

Verified email at ulg.ac.be - Homepage

Machine Learning Optimization Power Systems Bioinformatics Image Analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Extremely randomized trees P Geurts, D Ernst, L Wehenkel Machine learning 63 (1), 3-42, 2006	3684	2006
Wisdom of crowds for robust gene network inference D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ... Nature Methods, 796–804, 2012	1334	2012
Tree-based batch mode reinforcement learning D Ernst, P Geurts, L Wehenkel Journal of Machine Learning Research 6, 503-556, 2005	989	2005
Inferring regulatory networks from expression data using tree-based methods VA Huynh-Thu, A Irrthum, L Wehenkel, P Geurts PLoS One 5 (9), e12776, 2010	869	2010
Understanding variable importances in forests of randomized trees G Louppe, L Wehenkel, A Sutera, P Geurts Advances in neural information processing systems 26, 2013	679	2013
A complete fuzzy decision tree technique C Olaru, L Wehenkel Fuzzy sets and systems 138 (2), 221-254, 2003	498	2003
State-of-the-art, challenges, and future trends in security constrained optimal power flow F Capitanescu, JLM Ramos, P Panciatici, D Kirschen, AM Marcolini, ... Electric Power Systems Research 81 (8), 1731-1741, 2011	370	2011
Automatic learning techniques in power systems LA Wehenkel Springer Science & Business Media, 2012	361	2012
Random subwindows for robust image classification R Marée, P Geurts, J Piater, L Wehenkel 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	323	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, 1-9, 2013	193	2013
Power systems stability control: reinforcement learning framework D Ernst, M Glavic, L Wehenkel IEEE transactions on power systems 19 (1), 427-435, 2004	192	2004
Interior-point based algorithms for the solution of optimal power flow problems F Capitanescu, M Glavic, D Ernst, L Wehenkel Electric Power systems research 77 (5-6), 508-517, 2007	189	2007
Contingency filtering techniques for preventive security-constrained optimal power flow F Capitanescu, M Glavic, D Ernst, L Wehenkel IEEE Transactions on Power Systems 22 (4), 1690-1697, 2007	183	2007
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	178	1989
Supervised learning with decision tree-based methods in computational and systems biology P Geurts, A Irrthum, L Wehenkel Molecular Biosystems 5 (12), 1593-1605, 2009	171	2009
SIME: A hybrid approach to fast transient stability assessment and contingency selection Y Zhang, L Wehenkel, P Rousseaux, M Pavella International Journal of Electrical Power & Energy Systems 19 (3), 195-208, 1997	170	1997
Machine learning approaches to power-system security assessment L Wehenkel IEEE Expert 12 (5), 60-72, 1997	167	1997
Reinforcement learning versus model predictive control: a comparison on a power system problem D Ernst, M Glavic, F Capitanescu, L Wehenkel IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2008	163	2008
Decision tree based transient stability method a case study L Wehenkel, M Pavella, E Euxibie, B Heilbronn IEEE Transactions on Power Systems 9 (1), 459-469, 1994	163	1994
Proteomic mass spectra classification using decision tree based ensemble methods P Geurts, M Fillet, D De Seny, MA Meuwis, M Malaise, MP Merville, ... Bioinformatics 21 (14), 3138-3145, 2005	162	2005

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