LEARNING OVERLAPPING COMMUNITIES IN COMPLEX NETWORKS VIA NON-NEGATIVE MATRIX FACTORIZATION

DOI10.1142/S0129183111016816zbMath1258.91190OpenAlexW1972795792WikidataQ62607367 ScholiaQ62607367MaRDI QIDQ4911520

Hongtao Lu, Darong Lai, Christine Nardini, Xiang-Jun Wu

Publication date: 15 March 2013

Published in: International Journal of Modern Physics C (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0129183111016816

zbMATH Keywords

complex networkscommunity structurenon-negative matrix factorizationoverlapping community

Mathematics Subject Classification ID

Social networks; opinion dynamics (91D30) Factorization of matrices (15A23) Small world graphs, complex networks (graph-theoretic aspects) (05C82)

Cites Work

• Community discovery using nonnegative matrix factorization
• Email surveillance using non-negative matrix factorization
• Complex networks: structure and dynamics
• Statistical mechanics of complex networks
• The Structure and Function of Complex Networks
• Community structure in social and biological networks

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