Juan Pablo Usuga Cadavid

According to our database, Juan Pablo Usuga Cadavid authored at least 6 papers between 2020 and 2022.

Collaborative distances:

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

2022

Using deep learning to value free-form text data for predictive maintenance.

Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot, Arnaud Fortin

Int. J. Prod. Res., 2022

Valuing free-form text data from maintenance logs through transfer learning with CamemBERT.

Juan Pablo Usuga Cadavid, Bernard Grabot, Samir Lamouri, Robert Pellerin, Arnaud Fortin

Enterp. Inf. Syst., 2022

2021

Contribution to the development of a methodology coupling natural language processing and machine learning to react to production disturbances. (Contribution à la définition d'une méthodologie couplant le traitement automatique du langage naturel et l'apprentissage automatique pour réagir aux perturbations de production).

Juan Pablo Usuga Cadavid

PhD thesis, 2021

L'Apprentissage Automatique dans la planification et le contr{ô}le de la production : un {é}tat de l'art.

Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot, Arnaud Fortin

CoRR, 2021

2020

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, Robert Pellerin, Arnaud Fortin

J. Intell. Manuf., 2020

Understanding Data-Related Concepts in Smart Manufacturing and Supply Chain Through Text Mining.

Angie Nguyen, Juan Pablo Usuga Cadavid, Samir Lamouri, Bernard Grabot, Robert Pellerin

Proceedings of the Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, 2020