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Community-finding Algorithm in Complex Networks Based on Spectral Clustering
基于谱聚类的复杂网络社团发现算法

Keywords: Complex networks,Community structure,Spectral clustering,Modularity
复杂网络
,社团结构,谱聚类,模块度

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Abstract:

Research on community finding is very helpful to control virus spreading in networks.Most of the proposed community-finding algorithms are not suitable for very large networks because of their time-complexity.Combined with the advantage of solving the clustering of unknown distributed data set of the spectral clustering,and the ability of mo-dularity function in finding good community number in large networks,a community-finding algorithm based on spectral clustering was proposed.Experimental results indica...

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