17 citations · 38 across the 9 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
stat.ML2014★ 17 cited
Efficient Minimax Signal Detection on Graphs
Jing Qian, Venkatesh Saligrama
Several problems such as network intrusion, community detection, and disease outbreak can be described by observations attributed to nodes or edges of a graph. In these application…
stat.ML2014
A Rank-SVM Approach to Anomaly Detection
Jing Qian, Jonathan Root, Venkatesh Saligrama +1
We propose a novel non-parametric adaptive anomaly detection algorithm for high dimensional data based on rank-SVM. Data points are first ranked based on scores derived from neares…