The localization of non-backtracking centrality in networks and its physical consequences
Abstract
The spectrum of the non-backtracking matrix plays a crucial role in determining various structural and dynamical properties of networked systems, ranging from the threshold in bond percolation and non-recurrent epidemic processes, to community structure, to node importance. Here we calculate the largest eigenvalue of the non-backtracking matrix and the associated non-backtracking centrality for uncorrelated random networks, finding expressions...
Paper Details
Title
The localization of non-backtracking centrality in networks and its physical consequences
Published Date
Dec 10, 2020
Journal
Volume
10
Issue
1
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