132 citations · 449 across the 7 of their papers we have counts for
5 papers · 1 filter
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…
Bridgeness: A Local Index on Edge Significance in Maintaining Global Connectivity
Xue-Qi Cheng, Fu-Xin Ren, Hua-Wei Shen +2
Edges in a network can be divided into two kinds according to their different roles: some enhance the locality like the ones inside a cluster while others contribute to the global…
Uncovering the community structure associated with the diffusion dynamics of networks
Xue-Qi Cheng, Hua-Wei Shen
As two main focuses of the study of complex networks, the community structure and the dynamics on networks have both attracted much attention in various scientific fields. However,…
Quantifying and identifying the overlapping community structure in networks
Hua-Wei Shen, Xue-Qi Cheng, Jia-Feng Guo
It has been shown that the communities of complex networks often overlap with each other. However, there is no effective method to quantify the overlapping community structure. In…
Triangular clustering in document networks
Xue-qi Cheng, Fu-xin Ren, Shi Zhou +1
Document networks are characteristic in that a document node, e.g. a webpage or an article, carries meaningful content. Properties of document networks are not only affected by top…