Sylvain Chabanet

According to our database, Sylvain Chabanet authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

MLP Based on Dissimilarity Features: An Application to Wood Sawing Simulator Metamodeling.

Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi

SN Comput. Sci., July, 2023

Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges.

Sylvain Chabanet, Hind Bril El Haouzi, Michael Morin, Jonathan Gaudreault, Philippe Thomas

Int. J. Prod. Res., April, 2023

Contributions aux ombres et jumeaux numériques dans l'industrie : proposition d'une stratégie de couplage entre modèles de simulation et d'apprentissage automatique appliquée aux scieries. (Toward industrial digital shadows and twins : a novel strategy to couple simulation and machine learning models, applied to the lumber industry).

Sylvain Chabanet

PhD thesis, 2023

CoreSelect: A New Approach to Select Landmarks for Dissimilarity Space Embedding.

Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

2022

Toward a Sawmill Digital Shadow Based on Coupled Simulation and Supervised Learning Models.

Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas

Proceedings of the Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, 2022

2021

Coupling digital simulation and machine learning metamodel through an active learning approach in Industry 4.0 context.

Sylvain Chabanet, Hind Bril El Haouzi, Philippe Thomas

Comput. Ind., 2021

Medoid-based MLP: An Application to Wood Sawing Simulator Metamodeling.

Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi

Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

Dissimilarity to Class Medoids as Features for 3D Point Cloud Classification.

Sylvain Chabanet, Valentin Chazelle, Philippe Thomas, Hind Bril El Haouzi

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021