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Fast splitting algorithm for partitioning community structure in complex networks
复杂网络中社团结构划分的快速分裂算法*

Keywords: complex networks,community structure,splitting algorithm,modularity,diffusion distance
复杂网络
,社团结构,分裂算法,模块度,扩散距离

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Abstract:

This paper proposed a new clustering method based on soft distance calculation. Gave the clustering process based on soft distance calculation, calculation method for soft distance and the specific clustering algorithm based on soft distance. For the reality of the earthquake cluster as a data source, to use this clustering method and other traditional clustering methods to cluster analysis for the same data source, analysis results show that the clustering method obtains cluster center with the earth stress field evolution have the same center, which has objective truth. The cluster analysis method for the earthquake fault zone in the accurate calculation of the next strong earthquake provides a good basis for the calculation.

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