Modelling Recurrent Events for Improving Online Change Detection

Abstract

The task of online change point detection in sensor data streams is often complicated due to presence of noise that can be mistaken for real changes and therefore affecting performance of change detectors. Most of the existing change detection methods assume that changes are independent from each other and occur at random in time. In this paper we study how… (More)
DOI: 10.1137/1.9781611974348.62

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