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Title:

Reconstruction of Networks from One-Step Data by Matching Positions

Document type:
Zeitschriftenaufsatz
Author(s):
Wu, Jianshe; Dang, Ni; Jiao, Yang
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
Fulltext / DOI:
doi:10.1016/j.physa.2018.01.011
 BibTeX