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Industrial Transfer Learning for Multivariate Time Series Segmentation: A Case Study on Hydraulic Pump Testing Cycles

Industrial data scarcity is one of the largest factors holding back the widespread use of machine learning in manufacturing. To overcome this problem, the concept of transfer learning was developed and has received much attention in recent industrial research. This paper focuses on the problem of ti...

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Detalles Bibliográficos
Autores principales: Gaugel, Stefan, Reichert, Manfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098779/
https://www.ncbi.nlm.nih.gov/pubmed/37050695
http://dx.doi.org/10.3390/s23073636