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Sampling via the aggregation value for data-driven manufacturing

Data-driven modelling has shown promising potential in many industrial applications, while the expensive and time-consuming labelling of experimental and simulation data restricts its further development. Preparing a more informative but smaller dataset to reduce labelling efforts has been a vital r...

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Detalles Bibliográficos
Autores principales: Liu, Xu, Chen, Gengxiang, Li, Yingguang, Chen, Lu, Meng, Qinglu, Mehdi-Souzani, Charyar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646999/
https://www.ncbi.nlm.nih.gov/pubmed/36381214
http://dx.doi.org/10.1093/nsr/nwac201