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Social networks have shown increasing popularity in real-world applications. Community detection is one of the fundamental problems. In this paper, we study how to partition the social networks into communities from a novel perspective. We define the mutual closeness and strangeness between each vertex pairs, and formulate our problem as a semidefinite program considering both the tightness of the...
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