Temporal network analysis using zigzag persistence

Temporal network analysis using zigzag persistence

Abstract This work presents a framework for studying temporal networks using zigzag persistence, a tool from the field of Topological Data Analysis (TDA). The resulting approach is general and applicable to a wide variety of time-varying graphs. For example, these graphs may correspond to a system m...

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Bibliographic Details
Main Authors: Audun Myers, David Muñoz, Firas A Khasawneh, Elizabeth Munch
Format: Article
Language:English
Published: SpringerOpen 2023-03-01
Series:EPJ Data Science
Subjects:
Zigzag persistence
Temporal graph
Dynamical network
Topological data analysis
Persistent homology
Transportation network
Online Access:https://doi.org/10.1140/epjds/s13688-023-00379-5

Internet

https://doi.org/10.1140/epjds/s13688-023-00379-5

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