Time series classification with shapelet and canonical features

HIGHLIGHTS

  • who: Hai-Yang Liu et al. from the School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China have published the Article: Time Series Classification with Shapelet and Canonical Features, in the Journal: (JOURNAL)
  • what: Since the high computational cost of the method severely hampers Shapelet's practicality, much of the research on Shapelet has focused on how to accelerate the discovery of Shapelet. A novel data transformation method is introduced, which fully excavates the discriminating information in Shapelet by embedding multiple time series features in Shapelet.
  • how: To deal with the . . .

     

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