Multi-constraint non-negative matrix factorization for community detection: orthogonal regular sparse constraint non-negative matrix factorization

Zigang Chen; Qi Xiao; Tao Leng; Zhenjiang Zhang; Ding Pan; Yuhong Liu; Xiaoyong Li

doi:10.1007/s40747-024-01404-4

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Multi-constraint non-negative matrix factorization for community detection: orthogonal regular sparse constraint non-negative matrix factorization

Zigang Chen Qi Xiao Tao Leng Zhenjiang Zhang Ding Pan Yuhong Liu Xiaoyong Li

Year: 2024 Journal: Complex & Intelligent Systems Vol: 10 (4)Pages: 4697-4712 Publisher: Springer Science+Business Media

DOI: 10.1007/s40747-024-01404-4

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Keywords:

Non-negative matrix factorization Constraint (computer-aided design) Computational intelligence Factorization Matrix decomposition Matrix (chemical analysis) Nonnegative matrix Mathematics Algebra over a field Applied mathematics Computer science Pure mathematics Symmetric matrix Algorithm Artificial intelligence Physics Materials science

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Complex Network Analysis Techniques

Physical Sciences → Physics and Astronomy → Statistical and Nonlinear Physics

Text and Document Classification Technologies

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Multi-constraint non-negative matrix factorization for community detection: orthogonal regular sparse constraint non-negative matrix factorization

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