Unsupervised Offline Changepoint Detection Ensembles

Offline changepoint detection (CPD) algorithms are used for signal segmentation in an optimal way. Generally, these algorithms are based on the assumption that signal’s changed statistical properties are known, and the appropriate models (metrics, cost functions) for changepoint detection are used....

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Bibliographic Details
Main Authors: Iurii Katser, Viacheslav Kozitsin, Victor Lobachev, Ivan Maksimov
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/9/4280