Identifying Spatial Invasion of Pandemics on Metapopulation Networks Via Anatomizing Arrival History.

IEEE Transactions on Cybernetics(2016)

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摘要
Spatial spread of infectious diseases among populations via the mobility of humans is highly stochastic and heterogeneous. Accurate forecast/mining of the spread process is often hard to be achieved by using statistical or mechanical models. Here we propose a new reverse problem, which aims to identify the stochastically spatial spread process itself from observable information regarding the arriv...
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关键词
Sociology,Computational modeling,Silicon,Heuristic algorithms,Maximum likelihood estimation,Stochastic processes
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