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Online Domain Adaptation for Rolling Bearings Fault Diagnosis with Imbalanced Cross-Domain Data

Traditional machine learning methods rely on the training data and target data having the same feature space and data distribution. The performance may be unacceptable if there is a difference in data distribution between the training and target data, which is called cross-domain learning problem. I...

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Detalles Bibliográficos
Autores principales: Chao, Ko-Chieh, Chou, Chuan-Bi, Lee, Ching-Hung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9228669/
https://www.ncbi.nlm.nih.gov/pubmed/35746322
http://dx.doi.org/10.3390/s22124540