Scarce Data in Intelligent Technical Systems: Causes, Characteristics, and Implications

Technical systems generate an increasing amount of data as integrated sensors become more available. Even so, data are still often scarce because of technical limitations of sensors, an expensive labelling process, or rare concepts, such as machine faults, which are hard to capture. Data scarcity le...

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Bibliographic Details
Main Authors: Christoph-Alexander Holst, Volker Lohweg
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sci
Subjects:
Online Access:https://www.mdpi.com/2413-4155/4/4/49