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: Bechini, G. (Author), de la Iglesia, J.A (Author), Losi, E. (Author), Manservigi, L. (Author), Venturini, M. (Author)
Format: Article
Language:English
Published: MDPI 2022
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Online Access:View Fulltext in Publisher