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Article
Open AccessHomophyly/Kinship Model: Naturally Evolving Networks
It has been a challenge to understand the formation and roles of social groups or natural communities in the evolution of species, societies and real world networks. Here, we propose the hypothesis that homoph...
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Article
Global core, and galaxy structure of networks
We propose a novel approach, namely local reduction of networks, to extract the global core (GC, for short) from a complex network. The algorithm is built based on the small community phenomenon of networks. The ...
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Chapter and Conference Paper
Relational Topic Factorization for Link Prediction in Document Networks
Link prediction is one of the fundamental problems in complex networks. In this paper, we focus on link prediction in document networks, in which nodes are text documents. We propose the relational topic facto...