The seformed graph laplacian and its applications to network centrality analysis

We introduce and study a new network centrality measure based on the concept of nonbacktracking walks; that is, walks not containing subsequences of the form $uvu$ where $u$ and $v$ are any distinct connected vertices of the underlying graph. We argue that this feature can yield more meaningful rank...

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Bibliographic Details
Main Authors: Grindrod, P, Highham, D, Noferini, V
Format: Journal article
Published: Society for Industrial and Applied Mathematics 2018