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stat.AP2019
Two-Dimensional Variable Selection and Its Applications in the Diagnostics of Product Quality Defects
Cheoljoon Jeong, Xiaolei Fang
The root-cause diagnostics of product quality defects in multistage manufacturing processes often requires a joint identification of crucial stages and process variables. To meet t…
stat.AP2017★ 1 cited
Image-Based Prognostics Using Penalized Tensor Regression
Xiaolei Fang, Kamran Paynabar, Nagi Gebraeel
This paper proposes a new methodology to predict and update the residual useful lifetime of a system using a sequence of degradation images. The methodology integrates tensor linea…