69 citations · 327 across the 44 of their papers we have counts for
3 papers · 1 filter
Discriminative Subnetworks with Regularized Spectral Learning for Global-state Network Data
Xuan Hong Dang, Ambuj K. Singh, Petko Bogdanov +2
Data mining practitioners are facing challenges from data with network structure. In this paper, we address a specific class of global-state networks which comprises of a set of ne…
Behavior Query Discovery in System-Generated Temporal Graphs
Bo Zong, Xusheng Xiao, Zhichun Li +5
Computer system monitoring generates huge amounts of logs that record the interaction of system entities. How to query such data to better understand system behaviors and identify…
A Distance Measure for the Analysis of Polar Opinion Dynamics in Social Networks
Victor Amelkin, Ambuj Singh, Petko Bogdanov
Analysis of opinion dynamics in social networks plays an important role in today's life. For applications such as predicting users' political preference, it is particularly importa…