Hierarchical community detection via rank-2 symmetric nonnegative matrix factorization
2017
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.
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