413 citations · 997 across the 48 of their papers we have counts for
3 papers · 2 filters
Hierarchical Change Point Detection on Dynamic Networks
Yu Wang, Aniket Chakrabarti, David Sivakoff +1
This paper studies change point detection on networks with community structures. It proposes a framework that can detect both local and global changes in networks efficiently. Impo…
Fast Change Point Detection on Dynamic Social Networks
Yu Wang, Aniket Chakrabarti, David Sivakoff +1
A number of real world problems in many domains (e.g. sociology, biology, political science and communication networks) can be modeled as dynamic networks with nodes representing e…
Semi-supervised Embedding in Attributed Networks with Outliers
Jiongqian Liang, Peter Jacobs, Jiankai Sun +1
In this paper, we propose a novel framework, called Semi-supervised Embedding in Attributed Networks with Outliers (SEANO), to learn a low-dimensional vector representation that sy…