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Graph kernels, hierarchical clustering, and network community structure: experiments and comparative analysis
There has been a quickly growing interest in properties of complex networks, such as the small world property, power-law degree distribution, network transitivity, and community structure, which seem to be com...
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Article
Identifying overlap** communities in social networks using multi-scale local information expansion
Most existing approaches for community detection require complete information of the graph in a specific scale, which is impractical for many social networks. We propose a novel algorithm that does not embrace...