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Clustering for epidemics on networks: a geometric approach
Bastian Prasse, Karel Devriendt, Piet Van Mieghem
Infectious diseases typically spread over a contact network with millions of individuals, whose sheer size is a tremendous challenge to analysing and controlling an epidemic outbre…
Network-based Prediction of COVID-19 Epidemic Spreading in Italy
Clara Pizzuti, Annalisa Socievole, Bastian Prasse +1
Initially emerged in the Chinese city Wuhan and subsequently spread almost worldwide causing a pandemic, the SARS-CoV-2 virus follows reasonably well the SIR (Susceptible-Infectiou…
Network Reconstruction and Prediction of Epidemic Outbreaks for NIMFA Processes
Bastian Prasse, Piet Van Mieghem
Predicting the viral dynamics of an epidemic process requires the knowledge of the underlying contact network. However, the network is not known for most applications and has to be…