GMA: Gap Imputing Algorithm for time series missing values

Abstract Data collected from the environment in computer engineering may include missing values due to various factors, such as lost readings from sensors caused by communication errors or power outages. Missing data can result in inaccurate analysis or even false alarms. It is therefore essential t...

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Bibliographic Details
Main Authors: Abd Alhamid Rabia Khattab, Nada Mohamed Elshennawy, Mahmoud Fahmy
Format: Article
Language:English
Published: SpringerOpen 2023-08-01
Series:Journal of Electrical Systems and Information Technology
Subjects:
Online Access:https://doi.org/10.1186/s43067-023-00094-1