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Complex network 1 EMD method 1 Random walk 1
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Gao, ZiYou 1 Li, KePing 1 Zhao, XiaoMei 1
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Physica A: Statistical Mechanics and its Applications 1
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Multiple scale analysis of complex networks using the empirical mode decomposition method
Li, KePing; Gao, ZiYou; Zhao, XiaoMei - In: Physica A: Statistical Mechanics and its Applications 387 (2008) 12, pp. 2981-2986
Empirical mode decomposition (EMD) method can decompose any complicated data into finite ‘intrinsic mode functions …’ (IMFs). In this paper, we use EMD method to analyze and discuss the structural properties of complex networks. A random …-walk method is used to collect the data series of network systems. Utilizing the EMD method, we decompose the obtained data into …
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