Predictability limit of partially observed systems

Abstract Applications from finance to epidemiology and cyber-security require accurate forecasts of dynamic phenomena, which are often only partially observed. We demonstrate that a system’s predictability degrades as a function of temporal sampling, regardless of the adopted forecasting model. We q...

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Autores principales: Andrés Abeliuk, Zhishen Huang, Emilio Ferrara, Kristina Lerman
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2020
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Acceso en línea:https://doaj.org/article/89a8ba139d4b4b4e9e2e92ddd36a2488
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