Concepedia
Statistics
Publications
4
Citations
491
H-Index
Active since
2020
Affiliations
Arts et Métiers(Current)
Laboratoire Génie de Production
Institut National Polytechnique de Toulouse
Laboratoire d'Automatique, de Mécanique et d'Informatique Industrielles et Humaines
ParisTech
Arnaud Fortin is an author at Arts et Métiers specializing in industrial engineering, computing, and predictive maintenance.
Publications per year
2020–2021
Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0
Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot et al. · Journal of Intelligent Manufacturing · 2020 · 371 citations
Engineering, Industrial Engineering, Manufacturing Engineering +14
Using deep learning to value free-form text data for predictive maintenance
Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot et al. · International Journal of Production Research · 2021 · 73 citations
Computing, Computer Science, Natural Language Processing +13
Valuing free-form text data from maintenance logs through transfer learning with CamemBERT
Juan Pablo Usuga Cadavid, Bernard Grabot, Samir Lamouri et al. · Enterprise Information Systems · 2020 · 36 citations
Computing, Computer Science, Industrial Engineering +17
Exploring the Influence of Focal Loss on Transformer Models for Imbalanced Maintenance Data in Industry 4.0
Juan Pablo Usuga Cadavid, Bernard Grabot, Samir Lamouri et al. · IFAC-PapersOnLine · 2021 · 11 citations · Full text
Computing, Computer Science, Artificial Intelligence +16
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