| Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0 JP Usuga Cadavid, S Lamouri, B Grabot, R Pellerin, A Fortin Journal of Intelligent Manufacturing 31, 1531-1558, 2020 | 331 | 2020 |
| Using deep learning to value free-form text data for predictive maintenance JP Usuga-Cadavid, S Lamouri, B Grabot, A Fortin International Journal of Production Research 60 (14), 4548-4575, 2022 | 44 | 2022 |
| Valuing free-form text data from maintenance logs through transfer learning with camembert JP Usuga Cadavid, B Grabot, S Lamouri, R Pellerin, A Fortin Enterprise Information Systems 16 (6), 1790043, 2022 | 36 | 2022 |
| Machine learning in production planning and control: A review of empirical literature JPU Cadavid, S Lamouri, B Grabot, A Fortin IFAC-PapersOnLine 52 (13), 385-390, 2019 | 35 | 2019 |
| Trends in machine learning applied to demand & sales forecasting: A review JPU Cadavid, S Lamouri, B Grabot International conference on information systems, logistics and supply chain, 2018 | 27 | 2018 |
| Estimation of production inhibition time using data mining to improve production planning and control JPU Cadavid, S Lamouri, B Grabot, R Pellerin, A Fortin 2019 International Conference on Industrial Engineering and Systems …, 2019 | 9 | 2019 |
| Understanding data-related concepts in smart manufacturing and supply chain through text mining A Nguyen, JP Usuga-Cadavid, S Lamouri, B Grabot, R Pellerin Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry …, 2021 | 8 | 2021 |
| Artificial data generation with language models for imbalanced classification in maintenance JP Usuga-Cadavid, B Grabot, S Lamouri, A Fortin Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry …, 2021 | 5 | 2021 |
| Machine learning in production planning and control: a review of empirical literature. IFAC Papers Online 52 (13), 385–390 (2019) JPU Cadavid, S Lamouri, B Grabot, A Fortin | 5 | |
| Exploring the influence of focal loss on transformer models for imbalanced maintenance data in industry 4.0 JP Usuga-Cadavid, B Grabot, S Lamouri, A Fortin IFAC-PapersOnLine 54 (1), 1023-1028, 2021 | 4 | 2021 |
| L'Apprentissage Automatique dans la planification et le contr {\^ o} le de la production: un {\'e} tat de l'art JPU Cadavid, S Lamouri, B Grabot, A Fortin arXiv preprint arXiv:2106.12916, 2021 | 1 | 2021 |
| contribution à la définition d'une méthodologie couplant le traitement automatique du langage naturel et l'apprentissage automatique pour réagir aux perturbations de production JPU Cadavid HESAM Université, 2021 | | 2021 |
| Contribution to the development of a methodology coupling natural language processing and machine learning to react to production disturbances. JPU Cadavid HESAM Université préparée à: École Nationale Supérieure d’Arts et Métiers, 2021 | | 2021 |
| Exploring the Influence of Focal Loss on Transformer Models for Imbalanced Maintenance Data in Industry 4.0 JPU Cadavid, B Grabot, S Lamouri, A Fortin 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM …, 2021 | | 2021 |
Samir LAMOURIArts et Métiers ParisTech, Hesam University, LAMIHVerified email at ensam.eu
