Community Detection via Local Learning Based on Generalized Metric With Neighboring Regularization

Community detection has long been a fundamental problem in network analysis. A great deal of previous research has regarded community detection as an optimization process, where a variety of internal quality metrics are typically treated as objective functions, such as modularity ( ${Q}$ ) and weighted community clustering (WCC...