Spectral Analysis of Epidemic Thresholds of Temporal Networks

Many complex systems can be modeled as temporal networks with time-evolving connections. The influence of their characteristics on epidemic spreading is analyzed in a susceptible-infected-susceptible epidemic model illustrated by the discrete-time Markov chain approach. We develop the analytical epi...

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Veröffentlicht in:	IEEE transactions on cybernetics 2020-05, Vol.50 (5), p.1965-1977
Hauptverfasser:	Zhang, Yi-Qing, Li, Xiang, Vasilakos, Athanasios V.
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical models Bursts Complex systems Computer science Computer simulation Cybernetics discrete-time Markov chain approach Distribuerade datorsystem Empirical analysis epidemic threshold Epidemics Heterogeneity Markov analysis Markov chains Markov processes Mathematical models Matrix decomposition Networks Pervasive Mobile Computing Silicon Spectral analysis spectral radius Spectrum analysis temporal networks Thresholds Tightness time-reversed characteristic
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