Sylvain Chabanet

Doctorant au sein de laboratoire CRAN-UMR 7039, Université de Lorraine. La thèse est encadrée par Pr Hind Bril El-Haouzi et co-encadrée par MdC Philippe Thomas. Elle est fiancée pour moitié par le projet ANR Lor-IA et pour moitié par la région Grand-est.
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Publications

An object-oriented architecture to couple simulators and their machine learning surrogates models in the context of digital shadows

Sylvain Chabanet , Emmanuel Zimmermann , Philippe Thomas , Hind Bril El Haouzi
22nd IFAC World Congress, IFAC 2023, Jul 2023, Yokohama, Japan. ⟨10.1016/j.ifacol.2023.10.1051⟩
Communication dans un congrès hal-04201293 v1
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CoreSelect: a new approach to select landmarks for dissimilarity space embedding

Sylvain Chabanet , Philippe Thomas , Hind Bril El Haouzi
15th International Joint Conference on Computational Intelligence, IJCCI 2023, International Conference on Neural Computation Theory and Applications, NCTA 2023, Nov 2023, Rome, Italy
Communication dans un congrès hal-04312913 v1
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A comparison of wood log dissimilarities to predict sawmill output with k-Nearest Neighbor algorithms

Sylvain Chabanet , Mathis Dumas , Hind Bril El-Haouzi , Philippe Thomas
4th International Conference on Advances in Signal Processing and Artificial Intelligence, ASPAI' 2022, Oct 2022, Corfu, Greece
Communication dans un congrès hal-04061108 v1
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Toward a sawmill digital shadow based on coupled simulation and supervised learning models

Sylvain Chabanet , Hind Bril El Haouzi , Philippe Thomas
12th International Workshop on Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, SOHOMA’22, Sep 2022, Bucharest, Romania
Communication dans un congrès hal-03835261 v1
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Toward a self-adaptive digital twin based active learning method: an application to the lumber industry

Sylvain Chabanet , Hind Bril El Haouzi , Philippe Thomas
14th IFAC Workshop on Intelligent Manufacturins Systems, IMS 2022, Mar 2022, Tel Aviv, Israel
Communication dans un congrès hal-03627198 v1
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A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process

Sylvain Chabanet , Philippe Thomas , Hind Bril El-Haouzi , Michael Morin , Jonathan Gaudreault
17th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, Jun 2021, Budapest (virtual), Hungary
Communication dans un congrès hal-03269333 v1
Image document

Dissimilarity to class medoids as features for 3D point cloud classification

Sylvain Chabanet , Valentin Chazelle , Philippe Thomas , Hind Bril El-Haouzi
IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.573-581, ⟨10.1007/978-3-030-85906-0_62⟩
Communication dans un congrès hal-03334543 v1
Image document

Medoid-based MLP: an application to wood sawing simulator metamodeling

Sylvain Chabanet , Philippe Thomas , Hind Bril El-Haouzi
13th International Conference on Neural Computation Theory and Applications, NCTA 2021, Oct 2021, Online streaming, Portugal
Communication dans un congrès hal-03404548 v1