Time Series Classification by Shapelet Dictionary Learning with SVM-Based Ensemble Classifier

Time series classification is a basic and important approach for time series data mining. Nowadays, more researchers pay attention to the shape similarity method including Shapelet-based algorithms because it can extract discriminative subsequences from time series. However, most Shapelet-based algo...

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Bibliographic Details
Main Authors: Jitao Zhang, Weiming Shen, Liang Gao, Xinyu Li, Long Wen
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2021/5586273