Lower order information preserved network embedding based on non-negative matrix decomposition

DOI10.1016/j.ins.2021.04.095zbMath1528.68325OpenAlexW3163835817MaRDI QIDQ6071272

Qiang Tian, Wenjun Wang, Wang Zhang, Hua Ming Wu, Lin Pan, Pengfei Jiao, Tianpeng Li

Publication date: 23 November 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2021.04.095

zbMATH Keywords

network embeddingstructural featurelower-order informationnon-negative matrix decomposition

Mathematics Subject Classification ID

Factorization of matrices (15A23) Learning and adaptive systems in artificial intelligence (68T05) Graph theory (including graph drawing) in computer science (68R10)

Cites Work

• Community discovery using nonnegative matrix factorization
• Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks
• Learning the parts of objects by non-negative matrix factorization

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