Concepedia

Juan Pablo Usuga Cadavid

JP

4

Publications

470

Citations

4

H-Index

2020

Active since

Affiliations

Laboratoire Génie de Production(Current)

Arts et Métiers

Institut National Polytechnique de Toulouse

Laboratoire d'Automatique, de Mécanique et d'Informatique Industrielles et Humaines

Polytechnique Montréal

Juan Pablo Usuga Cadavid is an author at Laboratoire Génie de Production specializing in data science, predictive analytics, and engineering.

Top concepts

EngineeringData ScienceMachine LearningPredictive AnalyticsBusinessText MiningComputer ScienceSystems EngineeringPredictive MaintenanceNatural Language Processing

Publications per year

2020–2021

4

Publications

4

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 · 356 citations

Production Planning, Engineering, Machine Learning +15

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 · 68 citations

Structured Prediction, Engineering, Machine Learning +17

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

Artificial Intelligence, Engineering, Machine Learning +24

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 · 10 citations · Full text

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