Browsing by Subject "Interval Data"
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(2021-02-23)Multi-Scale Analysis (MSA) is a powerful tool used in process systems engineering and has been utilized in many applications such as fault detection and filtering. In this paper, the extension of MSA for interval data is ...
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Interval Principal Component Analysis and Its Application to Fault Detection and Data Classification (2018-01-17)Principal Component Analysis (PCA) is a linear data analysis tool that aims to reduce the dimensionality of a dataset, while retaining most of the variation found in it. It transforms the variables of a dataset into a new ...