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Many classical algorithms for node importance estimating have already been developed over the past decades. However, these algorithms face difficulties in complex networks because of their large-scale nodes and complex relationship. We introduce a concept of i-level importance based on which we present a hierarchical method for estimating relative importance in complex networks. Most of complex networks...
There was a close relationship among network traffic, network user and network application in the complex network environment. We use Gini coefficient in economics to describe elephant and mice phenomenon the network traffic. A new model of network traffic which was comprised of network traffic, network user and network application was built on the basis of Gini coefficient. The result of experiment...
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