A Weighted DTW Approach for Similarity Matching over Uncertain Time Series

To measure uncertain time series similarity effectively and efficiently, in this paper, we propose a weighted DTW distance-based approach for uncertain time series with the expected distance. We introduce a weight function to assign weights to a reference point and a testing point. With this functio...

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Bibliographic Details
Main Authors: Liangli Zuo, Li Yan
Format: Article
Language:English
Published: University of Zagreb Faculty of Electrical Engineering and Computing 2018-01-01
Series:Journal of Computing and Information Technology
Subjects:
Online Access:http://hrcak.srce.hr/file/312287