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Jean-Michel Begon
Jean-Michel Begon
Adresse e-mail validée de ulg.ac.be - Page d'accueil
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Collaborative analysis of multi-gigapixel imaging data using Cytomine
R Marée, L Rollus, B Stévens, R Hoyoux, G Louppe, R Vandaele, ...
Bioinformatics 32 (9), 1395-1401, 2016
1312016
Globally induced forest: A prepruning compression scheme
JM Begon, A Joly, P Geurts
International conference on machine learning, 420-428, 2017
122017
Cytomine: An open-source software for collaborative analysis of whole-slide images
R Marée, L Rollus, B Stévens, R Hoyoux, G Louppe, R Vandaele, ...
Diagnostic Pathology 1 (8), 2016
102016
Sample-free white-box out-of-distribution detection for deep learning
JM Begon, P Geurts
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
22021
Nets versus trees for feature ranking and gene network inference
N Vecoven, JM Begon, A Sutera, P Geurts, VA Huynh-Thu
International Conference on Discovery Science, 231-245, 2020
22020
Joint learning and pruning of decision forests
JM Begon, A Joly, P Geurts
1*
Distillation from heterogeneous unlabeled collections
JM Begon, P Geurts
arXiv preprint arXiv:2201.06507, 2022
2022
Supervised machine learning under constraints
JM Begon
ULiège-Université de Liège [Sciences Appliquées], Liège, Belgium, 2021
2021
Deep Anomaly Detection with Outlier Exposure
JM Begon
2020
A random walk in Machine Learning
JM Begon
Geeks anonymes, 2017
2017
SLDC: an open-source workflow for object detection in multi-gigapixel images
R Mormont, JM Begon, R Hoyoux, R Marée
The 25th Belgian-Dutch Conference on Machine Learning (Benelearn), 2016
2016
A Workflow For Computer-Aided Cytology In Whole Slide Images: Application In Fine-Needle Aspiration Thyroid Cytology
R Marée, R Mormont, JM Begon, C Degand, N D’Haene, I Salmon
Diagnostic Pathology 1 (8), 2016
2016
Collaborative analysis of gigapixel images using Cytomine
R Marée, L Rollus, B Stévens, R Hoyoux, JM Begon, R Vandaele, ...
Acta Stereologica, 2015
2015
Generic image classification: random and convolutional approaches
JM Begon
ULiège-Université de Liège, 2014
2014
Prototypage d'un serveur de données géographiques maillées: Rasdaman
JM Begon
ULiège-Université de Liège, 2011
2011
Sample-free white-box out-of-distribution detection for deep learning Supplementary
JM Begon, P Geurts
Globally Induced Forest: A Prepruning Compression Scheme Supplementary material
JM Begon, A Joly, P Geurts
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