Wehenkel's publications with Systems and Modeling

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2013
A rich internet application for remote visualization and collaborative annotation of digital slide images in histology and cytology  
Raphaël Marée, Benjamin Stevens, Loïc Rollus, Natacha Rocks, Xavier Moles-Lopez, Isabelle Salmon, Didier Cataldo, Louis Wehenkel
BMC Diagnostic Pathology (Proc. 12th European Congress on Telepathology and 5th International Congress on Virtual Microscopy), Volume 8 S1 - 2013
Extremely Randomized Trees and Random Subwindows for Image Classification, Annotation, and Retrieval   productFlyer_978-1-4471-4928-6-1.pdf
Raphaël Marée, Louis Wehenkel, Pierre Geurts
in Book Decision Forests in Computer Vision and Medical Image Analysis, Advances in Computer Vision and Pattern Recognition, Springer, page 125--141 - Feb 2013
 
2011
Automatic localization of interest points in zebrafish images with tree-based methods   stern_prib2011-finalpreprint.pdf
Olivier Stern, Raphaël Marée, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel, Pierre Geurts
To appear Proc. 6th IAPR International Conference on Pattern Recognition in Bioinformatics - 2011
Discovery and biochemical characterisation of four novel biomarkers for osteoarthritis  
Dominique deSeny, Mohammed Sharif, Marianne Fillet, Gaël Cobraiville, Marie-Alice Meuwis, Raphaël Marée, Jean-Philippe Hauzeur, Louis Wehenkel, Edouard Louis, Marie-Paule Merville, John Kirwan, Clio Ribbens, Michel Malaise
Annals of the Rheumatic Diseases, Volume 70, page 1144-1152 - 2011
High-density lipoprotein proteome dynamics in human endotoxemia   1477-5956-9-34.pdf
Johannes H.M. Levels, Pierre Geurts, Helen Karlsson, Raphaël Marée, Stefan Ljunggren, Louise Fornander, Louis Wehenkel, Mats Lindahl, Erik S.G. Stroes, Jan Albert Kuivenhoven, Joost C. M. Meijers
Proteome Science, Volume 9, Number 34 - 2011
Phenotype Classification of Zebrafish Embryos by Supervised Learning   abstract_njeanray-Benelearn_postreview_V2.pdf
Nathalie Jeanray, Raphaël Marée, Benoît Pruvot, Olivier Stern, Pierre Geurts, Louis Wehenkel, Marc Muller
Extended Abstract at 20 th Machine Learning conference of Belgium and The Netherlands - may 2011
Using Class-probability Models instead of Hard Classifiers as Base Learners in the Ranking by Pairwise Comparison Algorithm  
Samuel Hiard, Louis Wehenkel
ICMLC 2011 3rd International Conference on Machine Learning and Computing, Volume 1, page 218--222 - feb 2011
Zebra sh Skeleton Measurements using Image Analysis and Machine Learning Methods   stern-abstract-benelearn2011.pdf
Olivier Stern, Raphaël Marée, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel, Pierre Geurts
Extended Abstract at 20 th Machine Learning conference of Belgium and The Netherlands - may 2011
 
2010
Incremental Indexing and Distributed Image Search using Shared Randomized Vocabularies   maree-mir2010.pdf mir053-maree-author.pdf
Raphaël Marée, Philippe Denis, Louis Wehenkel, Pierre Geurts
Proc. 11th ACM International Conference on Multimedia Information Retrieval (MIR), page 91-100 - March 2010
Inferring regulatory networks from expression data using tree-based methods  
Vân Anh Huynh-Thu, Alexandre Irrthum, Louis Wehenkel, Pierre Geurts
Plos ONE, Volume 5, Number 9, page e12776 - sept 2010
 
2009
An Extra-trees-based Automatic Target Recognition Algorithm  
Jonathan Pisane, Raphaël Marée, Philippe Ries, Louis Wehenkel, Jacques Verly
Proc. International Radar Conference - oct 2009
Biomarker discovery in asthma-related inflammation and remodeling   2163_ftp.pdf
Florence Quesada Calvo, Marianne Fillet, Dominique deSeny, Marie-Alice Meuwis, Raphaël Marée, Celine Crahay, Genevieve Paulissen, Natacha Rocks, Maud Gueders, Louis Wehenkel, Marie-Paule Merville, Renaud Louis, Jean-Michel Foidart, Agnès Noel, Didier Cataldo
Proteomics, Volume 9, Number 8, page 2163-2170 - Apr 2009
Combining optimization and dynamic simulation for preventive-corrective control of voltage instability  
Florin Capitanescu, Thierry Van Cutsem, Louis Wehenkel
IEEE Transactions on Power Systems - 2009
Content-based Image Retrieval by Indexing Random Subwindows with Randomized Trees   maree-ipsj-cva-09-final.pdf
Raphaël Marée, Pierre Geurts, Louis Wehenkel
IPSJ Transactions on Computer Vision and Applications (open-access), Volume 1, Number 1, page 46-57 - jan 2009
Fast Multi-Class Image Annotation with Random Subwindows and Multiple Output Randomized Trees   dumont-visapp09-examples.pdf dumont-visapp09-shortpaper.pdf maree-visapp09-presentation.pdf
Marie Dumont, Raphaël Marée, Louis Wehenkel, Pierre Geurts
Proc. International Conference on Computer Vision Theory and Applications (VISAPP), Volume 2, page 196-203 - feb 2009
Supervised learning with decision tree-based methods in computational and systems biology  
Pierre Geurts, Alexandre Irrthum, Louis Wehenkel
Molecular BioSystems, Volume 5, page 1593-1605 - dec 2009
 
2008
A hybrid optimization technique coupling an evolutionary and a local search algorithm  
Vincent Kelner, Florin Capitanescu, Olivier Léonard, Louis Wehenkel
Journal of Computational and Applied Mathematics, Volume 215, Number 2, page 448-456 - 2008
A new iterative approach to the corrective security-constrained optimal power flow problem  
Florin Capitanescu, Louis Wehenkel
IEEE Transactions on Power Systems, Volume 23, Number 4, page 1533-1541 - nov 2008
Analyzing transient instability phenomena beyond the classical stability boundary  
Mahmoud Ali, Mevludin Glavic, Jean Buisson, Louis Wehenkel, Damien Ernst
Proc. of North American Power Symposium - 2008
Compositional protein analysis of HDL by SELDI-TOF MS during experimental endotoxemia  
Johannes H.M. Levels, Raphaël Marée, Pierre Geurts, Jan Albert Kuivenhoven, Louis Wehenkel, John J.P. Kastelein, Joost C. M. Meijers
77th European Atherosclerosis Society Congress (Poster) - April 2008

Display the complete list (213 publications)
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