Salient Subsequence Learning for Time Series Clustering

Time series has been a popular research topic over the past decade. Salient subsequences of time series that can benefit the learning task, e.g., classification or clustering, are called shapelets. Shapelet-based time series learning extracts these types of salient subsequences with highly informati...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 41(2019), 9 vom: 15. Sept., Seite 2193-2207
1. Verfasser: Zhang, Qin (VerfasserIn)
Weitere Verfasser: Wu, Jia, Zhang, Peng, Long, Guodong, Zhang, Chengqi
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't