22 citations · 107 across the 37 of their papers we have counts for
3 papers · 1 filter
When Labels Fall Short: Property Graph Simulation via Blending of Network Structure and Vertex Attributes
Arun V. Sathanur, Sutanay Choudhury, Cliff Joslyn +1
Property graphs can be used to represent heterogeneous networks with labeled (attributed) vertices and edges. Given a property graph, simulating another graph with same or greater…
Multi-centrality Graph Spectral Decompositions and their Application to Cyber Intrusion Detection
Pin-Yu Chen, Sutanay Choudhury, Alfred O. Hero
Many modern datasets can be represented as graphs and hence spectral decompositions such as graph principal component analysis (PCA) can be useful. Distinct from previous graph dec…
Parallel Heuristics for Scalable Community Detection
Hao Lu, Mahantesh Halappanavar, Ananth Kalyanaraman
Community detection has become a fundamental operation in numerous graph-theoretic applications. It is used to reveal natural divisions that exist within real world networks withou…