Highly Influential

@inproceedings{Kloster2015JaN2, title={Ja n 20 15 Heat Kernel Based Community Detection}, author={Kyle Kloster and David F. Gleich}, year={2015} }

- Published 2015

The heat kernel is a type of graph diffusion that, like the much-used personalized PageRank diffusion, is useful in identifying a community nearby a starting seed node. We present the first deterministic, local algorithm to compute this diffusion and use that algorithm to study the communities that it produces. Our algorithm is formally a relaxation method… CONTINUE READING

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