Shapelet Classification Algorithm Based on Efficient Subsequence Matching

Shapelet classification algorithms are an accurate classification method for time series data. Existing shapelet classifying processes are relatively inefficient and slow due to the large amount of necessary complex distance computations. This paper therefore introduces piecewise aggregate approxima...

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Bibliographic Details
Main Authors: Huiqing Wang, Chun Li, Hongwei Sun, Zhirong Guo, Yingying Bai
Format: Article
Language:English
Published: Ubiquity Press 2018-03-01
Series:Data Science Journal
Subjects:
PAA
Online Access:https://datascience.codata.org/articles/752