SC

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

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Toward an incremental Anderson-Darling algorithm for drift detection on cable-driven robots

Sylvain Chabanet , Tadjou-Junor Yanis Tadjouddine , Jean-François Antoine , Atal Anil Kumar , Thibaut Raharijaona

MECATRONICS-REM 2025, Dec 2025, Paris, France

Communication dans un congrès hal-05442568v1
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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-04312913v1

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-04201293v1
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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-03627198v1
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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-04061108v1
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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-03835261v1
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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-03404548v1
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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-03269333v1
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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-03334543v1