1 citations · 1 across the 1 of their papers we have counts for
4 papers
Change Detection in a Dynamic Stream of Attributed Networks
Mostafa Reisi Gahrooei, Kamran Paynabar
While anomaly detection in static networks has been extensively studied, only recently, researchers have focused on dynamic networks. This trend is mainly due to the capacity of dy…
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…
An overview and perspective on social network monitoring
William H. Woodall, Meng J. Zhao, Kamran Paynabar +2
In this expository paper we give an overview of some statistical methods for the monitoring of social networks. We discuss the advantages and limitations of various methods as well…
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…