12 citations · 16 across the 6 of their papers we have counts for
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stat.AP2020★ 12 cited
Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing
Hao Yan, Marco Grasso, Kamran Paynabar +1
The use of video-imaging data for in-line process monitoring applications has become more and more popular in the industry. In this framework, spatio-temporal statistical process m…
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…
stat.AP2016
Thresholded Multivariate Principal Component Analysis for Multi-channel Profile Monitoring
Yuan Wang, Kamran Paynabar, Yajun Mei
Monitoring multichannel profiles has important applications in manufacturing systems improvement, but it is non-trivial to develop efficient statistical methods due to two main cha…