Online detection of the incidence via transfer learning
Miaomiao Yu,
Zhijun Wang,
Chunjie Wu
Abstract:The counting process has abundant applications in reality, and Poisson process monitoring actually has received extensive attention and research. However, conventional methods experience poor performance when shifts appears early and only small number of historical observations in Phase I can be used for estimation. To overcome it, we creatively propose a new online monitoring algorithm under the transfer learning framework, which utilizes the information from observations of additional data sources so that th… Show more
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