JOURNAL ARTICLE

Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community Detection

Zhigang LiuXin LuoZidong WangXiaohui Liu

Year: 2022 Journal:   Information Fusion Vol: 89 Pages: 588-602   Publisher: Elsevier BV
Keywords:
Non-negative matrix factorization Interpretability Computer science Feature (linguistics) Adjacency matrix Matrix decomposition Constraint (computer-aided design) Representation (politics) Feature learning Graph Theoretical computer science Artificial intelligence Mathematics Eigenvalues and eigenvectors

Metrics

14
Cited By
6.67
FWCI (Field Weighted Citation Impact)
83
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Complex Network Analysis Techniques
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Advanced Graph Neural Networks
Physical Sciences →  Computer Science →  Artificial Intelligence
Text and Document Classification Technologies
Physical Sciences →  Computer Science →  Artificial Intelligence

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