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Network reconstruction by the stationary distribution of random walk process
[article]
2016
arXiv
pre-print
It is known that the stationary distribution of the random walk process is dependent on the structure of the network. This could provide us a solution of the network reconstruction. However, the stationary distribution of the random walk process can only reflect the relative size of node degrees directly, how to infer the real connection is still a problem. In this paper, we will propose a method to reconstruct network by the random walk process, which can reconstruct the total number of links,
arXiv:1410.4120v2
fatcat:hdesc2epgvhzldza7e5mbgfbim