A survey on knowledge transfer for manufacturing data analytics

Open Webpage

Seung Hwan Bang, Ronay Ak, Anantha Narayanan, Yung-Tsun Tina Lee, Hyunbo Cho

Published: 2019, Last Modified: 06 Aug 2024Comput. Ind. 2019EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Knowledge transfer for data analytics in non-stationary environments is defined.•Knowledge transfer methods for classification and regression problems are reviewed.•Non-stationary environments in manufacturing are presented.•A mechanism to select knowledge transfer methods in manufacturing is proposed.