| Coupling digital simulation and machine learning metamodel through an active learning approach in Industry 4.0 context S Chabanet, HB El-Haouzi, P Thomas Computers in Industry 133, 103529, 2021 | 36 | 2021 |
| Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges S Chabanet, H Bril El-Haouzi, M Morin, J Gaudreault, P Thomas International Journal of Production Research 61 (7), 2190-2213, 2023 | 33 | 2023 |
| A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process S Chabanet, P Thomas, HB El-Haouzi, M Morin, J Gaudreault IFAC-PapersOnLine 54 (1), 396-401, 2021 | 13 | 2021 |
| Toward a self-adaptive Digital Twin based Active learning method: An application to the lumber industry S Chabanet, HB El-Haouzi, P Thomas IFAC-PapersOnLine 55 (2), 378-383, 2022 | 9 | 2022 |
| Dissimilarity to class medoids as features for 3d point cloud classification S Chabanet, V Chazelle, P Thomas, HB El-Haouzi IFIP International Conference on Advances in Production Management Systems …, 2021 | 5 | 2021 |
| Medoid-based MLP: an application to wood sawing simulator metamodeling S Chabanet, P Thomas, HB El-Haouzi 13th International Conference on Neural Computation Theory and Applications …, 2021 | 3 | 2021 |
| Toward a sawmill digital shadow based on coupled simulation and supervised learning models S Chabanet, HB El Haouzi, P Thomas International Workshop on Service Orientation in Holonic and Multi-Agent …, 2022 | 1 | 2022 |
| CoreSelect: a new approach to select landmarks for dissimilarity space embedding S Chabanet, P Thomas, HB El Haouzi 15th International Joint Conference on Computational Intelligence, IJCCI …, 2023 | | 2023 |
| Toward industrial digital shadows and twins: a novel strategy to couple simulation and machine learning models, applied to the lumber industry S Chabanet < bound method Organization. get_name_with_acronym of< Organization …, 2023 | | 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 … S Chabanet Université de Lorraine, 2023 | | 2023 |
| MLP Based on Dissimilarity Features: An Application to Wood Sawing Simulator Metamodeling S Chabanet, P Thomas, H Bril El-Haouzi SN Computer Science 4 (4), 408, 2023 | | 2023 |
| An object-oriented architecture to couple simulators and their machine learning surrogates models in the context of digital shadows S Chabanet, E Zimmermann, P Thomas, HB El-Haouzi IFAC-PapersOnLine 56 (2), 10384-10389, 2023 | | 2023 |
| A comparison of wood log dissimilarities to predict sawmill output with k-Nearest Neighbor algorithms S Chabanet, M Dumas, HB El-Haouzi, P Thomas 4th International Conference on Advances in Signal Processing and Artificial …, 2022 | | 2022 |
| Toward digital twins for sawmill production planning and control: benefits, opportunities and challenges M Morin, S Chabanet, J Gaudreault, HB El-Haouzi, P Thomas Taylor and Francis, 2022 | | 2022 |
