NetSimile: A Scalable Approach to Size-Independent Network Similarity

12 Sep 2012Michele BerlingerioDanai KoutraTina Eliassi-RadChristos Faloutsos

Given a set of k networks, possibly with different sizes and no overlaps in nodes or edges, how can we quickly assess similarity between them, without solving the node-correspondence problem? Analogously, how can we extract a small number of descriptive, numerical features from each graph that effectively serve as the graph's "signature"?.. (read more)

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