Xiao-Fang Xia

Adaptive multi-scale hierarchical method for complex network key nodes identification.

Traditional centrality measures normally rely on a single topological scale, which limits their ability to comprehensively characterize the roles of nodes across local, semi-local, and global network structures. Moreover, their generalization capability across different network types is often weak, leading to low accur...