Shapelet transforms for univariate and multivariate time series classification

Time Series Classification (TSC) is a growing field of machine learning research. One particular algorithm from the TSC literature is the Shapelet Transform (ST). Shapelets are a phase independent subsequences that are extracted from times series to form discriminatory features. It has been shown th...

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Bibliographic Details
Main Author: Bostrom, Aaron
Published: University of East Anglia 2018
Subjects:
004
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.743360