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Overlapping community detection in complex networks using symmetric binary matrix factorization.

PHYSICAL REVIEW E, no. 6 (2013): 062803-062803

Cited: 54|Views56
WOS EI SCOPUS

Abstract

Discovering overlapping community structures is a crucial step to understanding the structure and dynamics of many networks. In this paper we develop a symmetric binary matrix factorization model to identify overlapping communities. Our model allows us not only to assign community memberships explicitly to nodes, but also to distinguish o...More

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