Optimal Classifier to Detect Unit of Measure Inconsistency in Gas Turbine Sensors

Optimal Classifier to Detect Unit of Measure Inconsistency in Gas Turbine Sensors

Label noise is a harmful issue that arises when data are erroneously labeled. Several label noise issues can occur but, among them, unit of measure inconsistencies (UMIs) are inexplicably neglected in the literature. Despite its relevance, a general and automated approach for UMI detection suitable...

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Bibliographic Details
Main Authors: Lucrezia Manservigi, Mauro Venturini, Enzo Losi, Giovanni Bechini, Javier Artal de la Iglesia
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Machines
Subjects:
label noise
data reliability
gas turbines
machine learning
classification
Online Access:https://www.mdpi.com/2075-1702/10/4/228

Internet

https://www.mdpi.com/2075-1702/10/4/228

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