Network Centrality

Counting the number of triangles in a graph

Slide 35 in http://www.cs.cmu.edu/~christos/TALKS/15-04-USC/faloutsos_USC_2015.pdf

Application is in finding anomalous nodes

Detecting communities in graphs

  • Eigenspokes: Surprising patterns and scalable community chipping in large graphs.

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