3 papers
stat.AP2020
An Augmented Regression Model for Tensors with Missing Values
Feng Wang, Mostafa Reisi Gahrooei, Zhen Zhong +2
Heterogeneous but complementary sources of data provide an unprecedented opportunity for developing accurate statistical models of systems. Although the existing methods have shown…
stat.ME2018
A novel approach for fusion of heterogeneous sources of data
Mostafa Reisi Gahrooei, Hao Yan, Kamran Paynabar +1
With advancements in sensor technology, a heterogeneous set of data, containing samples of scalar, waveform signal, image, or even structured point cloud are becoming increasingly…
stat.ME2017
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…