Robust non-negative matrix factorization for link prediction in complex networks using manifold regularization and sparse learning

DOI10.1016/j.physa.2019.122882OpenAlexW2976629969WikidataQ127201484 ScholiaQ127201484MaRDI QIDQ2164807

Chen Xu, Jingyi Wang, Jianwen Feng, Guangfu Chen, Jiqiang Feng

Publication date: 17 August 2022

Published in: Physica A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physa.2019.122882

zbMATH Keywords

link predictionsparse learningnon-negative matrix factorizationmanifold regularization

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Cites Work

• Predicting missing links via local information
• Mixing local and global information for community detection in large networks
• Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks
• A new status index derived from sociometric analysis