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Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization

BACKGROUND: Community discovery is an important task for revealing structures in large networks. The massive size of contemporary social networks poses a tremendous challenge to the scalability of traditional graph clustering algorithms and the evaluation of discovered communities. METHODS: We propo...

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Foilsithe in:Comput Soc Netw
Main Authors: Du, Rundong, Kuang, Da, Drake, Barry, Park, Haesun
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer International Publishing 2017
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Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5732610/
https://ncbi.nlm.nih.gov/pubmed/29266136
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40649-017-0043-5
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