Random Walk Fundamental Tensor and Its Applications to Network Analysis

We first present a comprehensive review of various random walk metrics used in the literature and express them in a consistent framework. We then introduce fundamental tensor -- a generalization of the well-known fundamental matrix -- and show that classical random walk metrics can be derived from i...

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Hauptverfasser:	Golnari, Golshan, Zhang, Zhi-Li, Boley, Daniel
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Discrete Mathematics Computer Science - Social and Information Networks
Online-Zugang:	Volltext bestellen
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