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- W4298041305 abstract "This study develops the epidemic hitting time (EHT) metric on graphs measuring the expected time an epidemic starting at node $a$ in a fully susceptible network takes to propagate and reach node $b$. An associated EHT centrality measure is then compared to degree, betweenness, spectral, and effective resistance centrality measures through exhaustive numerical simulations on several real-world network data-sets. We find two surprising observations: first, EHT centrality is highly correlated with effective resistance centrality; second, the EHT centrality measure is much more delocalized compared to degree and spectral centrality, highlighting the role of peripheral nodes in epidemic spreading on graphs." @default.
- W4298041305 created "2022-10-01" @default.
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- W4298041305 date "2015-11-24" @default.
- W4298041305 modified "2023-09-30" @default.
- W4298041305 title "Numerical Investigation of Metrics for Epidemic Processes on Graphs" @default.
- W4298041305 doi "https://doi.org/10.48550/arxiv.1511.07893" @default.
- W4298041305 hasPublicationYear "2015" @default.
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