Covariance, correlation matrix and the multi-scale community structure of networks

Hua-Wei Shen, Xue-Qi Cheng, Bin-Xing Fang

Empirical studies show that real world networks often exhibit multiple scales of topological descriptions. However, it is still an open problem how to identify the intrinsic multip…