IoT data cleaning techniques: A survey

Data cleaning is considered as an effective approach of improving data quality in order to help practitioners and researchers be devoted to downstream analysis and decision-making without worrying about data trustworthiness. This paper provides a systematic summary of the two main stages of data cle...

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Bibliographic Details
Main Authors: Xiaoou Ding, Hongzhi Wang, Genglong Li, Haoxuan Li, Yingze Li, Yida Liu
Format: Article
Language:English
Published: Tsinghua University Press 2022-12-01
Series:Intelligent and Converged Networks
Subjects:
Online Access:https://www.sciopen.com/article/10.23919/ICN.2022.0026