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Adversarial Auxiliary Weighted Subdomain Adaptation for Open-Set Deep Transfer Bridge Damage Diagnosis

Deep learning models have been widely used in data-driven bridge structural damage diagnosis methods in recent years. However, these methods require training and test datasets to satisfy the same distribution, which is difficult to satisfy in practice. Domain adaptation transfer learning is an effic...

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Detalles Bibliográficos
Autores principales: Xiao, Haitao, Dong, Limeng, Wang, Wenjie, Ogai, Harutoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9963835/
https://www.ncbi.nlm.nih.gov/pubmed/36850797
http://dx.doi.org/10.3390/s23042200