GrSrNMF: dynamic community detection with graph and symmetry bi-regularized non-negative matrix factorization

Abstract Community detection in dynamic networks has become an interesting and popular research direction in recent years, widely used in electronic commerce, social media, and other fields. Evolutionary clustering is a classical and effective framework for dynamic community detection. Most current...

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Bibliographic Details
Main Authors: Wei Yu, Shihong Wu, Shigen Shen, Hongyan Li, Weiyan Yang, Xiaoming Li, Lei Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-09996-8
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