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Finding communities in sparse networks

Spectral algorithms based on matrix representations of networks are often used to detect communities, but classic spectral methods based on the adjacency matrix and its variants fail in sparse networks. New spectral methods based on non-backtracking random walks have recently been introduced that su...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Singh, Abhinav, Humphries, Mark D.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4351540/
https://ncbi.nlm.nih.gov/pubmed/25742951
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep08828
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