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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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Bibliografische gegevens
Hoofdauteurs: Audun Myers, David Muñoz, Firas A Khasawneh, Elizabeth Munch
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: SpringerOpen 2023-03-01
Reeks:EPJ Data Science
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Online toegang:https://doi.org/10.1140/epjds/s13688-023-00379-5
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