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Document type:
Zeitschriftenaufsatz 
Author(s):
Jianshe Wu, Ni Dang, Yang Jiao 
Title:
Reconstruction of networks from one-step data by matching positions 
Abstract:
It is a challenge in estimating the topology of a network from short time series data. In this paper, matching positions is developed to reconstruct the topology of a network from only one-step data. We consider a general network model of coupled agents, in which the phase transformation of each node is determined by its neighbors. From the phase transformation information from one step to the next, the connections of the tail vertices are reconstructed firstly by the matching positions. Removin...    »
 
Keywords:
Network reconstruction, Topology of network, Time series data, Reconstruction algorithm, Matching positions 
Journal title:
Physica A: Statistical Mechanics and its Applications 
Year:
2018