PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Pierre Geurts

Click here to see user's record.

Number of EPrints submitted by this user: 6

Fast multi-class image annotation with random windows and multiple output randomized trees
Marie Dumont, Raphaël Marée, Louis Wehenkel and Pierre Geurts
Proc. International Conference on Computer Vision Theory and Applications (VISAPP) Volume 2, pp. 196-203, 2009.

Detecting Triangle Inequality Violations in Internet Coordinate Systems by Supervised Learning
Yongjun Liao, Mohamed Ali Kaafar, Bamba Gueye, François Cantin, Pierre Geurts and Guy Leduc
Lecture Notes in Computer Science: NETWORKING 2009 Volume 5550, pp. 352-363, 2009. ISSN 1611-3349

Content-based Image Retrieval by Indexing Random Subwindows with Randomized Trees
Raphaël Marée, Pierre Geurts and Louis Wehenkel
IPSJ Transactions on Computer Vision and Applications Volume 1, Number 1, pp. 46-57, 2009.

A Machine Learning Approach for Material Detection in Hyperspectral Images
Raphaël Marée, Benjamin Stevens, Pierre Geurts, Yves Guern and Philippe Mack
Proc. 6th IEEE Workshop on Object Tracking and Classification Beyond and in the Visible Spectrum (CVPR09) 2009.

Supervised learning with decision tree-based methods in computational and systems biology
Pierre Geurts, Alexandre Irrthum and Louis Wehenkel
Molecular Biosystems Volume 5, pp. 1593-1605, 2009.

Tree based ensemble models regularization by convex optimization
Bertrand Conrélusse, Pierre Geurts and Louis Wehenkel
In: OPT 2009: 2nd NIPS Workshop on Optimization for Machine Learning, 12 Dec 2009, Whistler, Canada.