Change sign detection with differential MDL change statistics and its applications to COVID-19 pandemic analysis

Abstract We are concerned with the issue of detecting changes and their signs from a data stream. For example, when given time series of COVID-19 cases in a region, we may raise early warning signals of an epidemic by detecting signs of changes in the data. We propose a novel methodology to address...

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Auteurs principaux: Kenji Yamanishi, Linchuan Xu, Ryo Yuki, Shintaro Fukushima, Chuan-hao Lin
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/e2cedf0a469d4e2fa76e74ffc0c17ddd
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