Community detection enhancement using non-negative matrix factorization with graph regularization

DOI10.1142/S0217979216501307zbMath1345.05109OpenAlexW2417890516MaRDI QIDQ2821918

Yiming Wei, Wenjun Wang, Dongxiao He, Zhan-jie Song, Ji'an Wang, Xiao Liu

Publication date: 26 September 2016

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

Full work available at URL: https://doi.org/10.1142/s0217979216501307

zbMATH Keywords

community detectiongraph regularizationnon-negative matrix factorizationpreprocessing networkstopology similarity

Mathematics Subject Classification ID

Applications of graph theory (05C90) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Graphs and linear algebra (matrices, eigenvalues, etc.) (05C50)

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