Detecting evolving communities in dynamic networks using graph regularized evolutionary nonnegative matrix factorization

DOI10.1016/j.physa.2019.121279OpenAlexW2946898483MaRDI QIDQ2162163

Dongyuan Li, Shiyin Tan, Xiaoke Ma, Zhi-Hao Huang

Publication date: 5 August 2022

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

Full work available at URL: https://doi.org/10.1016/j.physa.2019.121279

zbMATH Keywords

dynamic networksnonnegative matrix factorizationcommunitygraph regularizationevolutionary clustering

Mathematics Subject Classification ID

Statistical mechanics, structure of matter (82-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• Evolutionary soft co-clustering: formulations, algorithms, and applications
• Semi-supervised spectral algorithms for community detection in complex networks based on equivalence of clustering methods
• Graph regularized nonnegative matrix factorization for temporal link prediction in dynamic networks
• SVD based initialization: A head start for nonnegative matrix factorization
• Community Structure in Time-Dependent, Multiscale, and Multiplex Networks
• Community structure in social and biological networks
• Global spectral clustering in dynamic networks
• Evolutionary Network Analysis
• Learning the parts of objects by non-negative matrix factorization

This page was built for publication: Detecting evolving communities in dynamic networks using graph regularized evolutionary nonnegative matrix factorization