Systems and Modeling publications

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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
Automated processing of zebrafish imaging data - a survey  
Ralf Mikut, Thomas Dickmeis, Wolfgang Driever, Pierre Geurts, Fred Hamprecht, Bernhard X Kausler, Maria J Ledesma-Carbayo, Raphaël Marée, Karol Mikula, Periklis Pantazis, Olaf Ronneberger, Andres Santos, Rainer Stotzka, Uwe Strähle, Nadine Peyriéras
Accepted for publication in Zebrafish - 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
Structural Determinants of Specificity and Catalytic Mechanism in mammalian 25-kDa Thiamine Triphosphatase  
David Delvaux, Frédéric Kerff, Mamidanna R.V.S. Murty, Bernard Lakaye, Jan Czerniecki, Grégory Kohn, Pierre Wins, Raphaël Herman, Valérie Gabelica, Fabien Heuze, X. Tordoir, Raphaël Marée, André Matagne, Paulette Charlier, Edwin De Pauw, Lucien Bettendorff
Accepted for publication in Biochimica et Biophysica Acta - General Subjects - 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
A web-based framework for visualization, annotation, and automatic exploitation of whole-slide images   maree-tiga2010.pdf
Arnaud Babilone, Samuel Cop, Rafik Rassaa, Natacha Rocks, Loïc Rollus, Didier Cataldo, Raphaël Marée
Poster at 2nd European Workshop on Tissue Imaging and Analysis, Heidelberg - Jun 2010
Biomedical Imaging Modality Classification Using Bags of Visual and Textual Terms with Extremely Randomized Trees   maree-iclef2010.pdf
Raphaël Marée, Olivier Stern, Pierre Geurts
Working Notes, ImageCLEF LAB Notebook, Multilingual and Multimodal Information Access Evaluation (CLEF) - Sep 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
Network Distance Prediction Based on Decentralized Matrix Factorization  
Yongjun Liao, Pierre Geurts, Guy Leduc
Proc. of IFIP Networking 2010 - May 2010
Oligodendrocyte development and myelinogenesis are not impaired by high concentrations of phenylalanine or its metabolites   nihms261793.pdf
Renaud Schoemans, Marie-Stéphane Aigrot, Chaohong Wu, Raphaël Marée, Pengyu Hong, Shibeshi Belachew, Claire Josse, Catherine Lubetzki, Vincent Bours
Journal of Inherited Metabolism Disease, Volume 33, Number 2, page 113-120 - 2010
 
2009
A Machine Learning Approach for Material Detection in Hyperspectral Images   maree-CVPR09-OTBVS-presentation.pdf maree-subcubes-otcbvs-cvpr09.pdf
Raphaël Marée, Benjamin Stevens, Pierre Geurts, Yves Guern, Philippe Mack
Proc. 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (CVPR09) - Jun 2009
A PDE viewpoint on basic properties of coordination algorithms with symmetries  
Alain Sarlette, Rodolphe Sepulchre
Proc. 48th IEEE Conference on Decision and Control, Shanghai - December 2009
Adaptive Regulation of Vector Controlled Induction Motors  
Fabrice Jadot, Francois Malrait, Javier Moreno, Rodolphe Sepulchre
IEEE Transactions on Control Systems Technology, Volume 17, Number 3 - May 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

Display the complete list (566 publications)
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