Forman-Ricci Flow for Change Detection in Large Dynamic Data Sets

Forman-Ricci Flow for Change Detection in Large Dynamic Data Sets

We present a viable geometric solution for the detection of dynamic effects in complex networks. Building on Forman’s discretization of the classical notion of Ricci curvature, we introduce a novel geometric method to characterize different types of real-world networks with an emphasis on peer-to-pe...

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Bibliographic Details
Main Authors: Melanie Weber, Jürgen Jost, Emil Saucan
Format: Article
Language:English
Published: MDPI AG 2016-11-01
Series:Axioms
Subjects:
Ricci flow
Forman curvature
complex systems
dynamic networks
change detection
peer-to-peer network
Online Access:http://www.mdpi.com/2075-1680/5/4/26

Internet

http://www.mdpi.com/2075-1680/5/4/26

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