Finding the Truth From Uncertain Time Series by Differencing

Time series data is ubiquitous and of great importance in real applications. But due to poor qualities and bad working conditions of sensors, time series reported by them contain more or less noises. To reduce noise, multiple sensors are usually deployed to measure an identical time series and from...

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Bibliographic Details
Main Authors: Jizhou Sun, Delin Zhou, Bo Jiang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10288191/