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Tensor Spectral Clustering for Partitioning Higher-order Network Structures

Spectral graph theory-based methods represent an important class of tools for studying the structure of networks. Spectral methods are based on a first-order Markov chain derived from a random walk on the graph and thus they cannot take advantage of important higher-order network substructures such...

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Detalhes bibliográficos
Publicado no:Proc SIAM Int Conf Data Min
Main Authors: Benson, Austin R., Gleich, David F., Leskovec, Jure
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5089081/
https://ncbi.nlm.nih.gov/pubmed/27812399
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1137/1.9781611974010.14
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