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physics.soc-ph2010★ 103 cited
Spectral methods for the detection of network community structure: a comparative analysis
Hua-Wei Shen, Xue-Qi Cheng
Spectral analysis has been successfully applied at the detection of community structure of networks, respectively being based on the adjacency matrix, the standard Laplacian matrix…
physics.soc-ph2009★ 132 cited
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…