Time Adaptive Optimal Transport: A Framework of Time Series Similarity Measure

Similarity measure is a critical tool for time series analysis. However, currently established methods, for instance, dynamic time warping (DTW) and its variants, are still facing some issues such as non-maximum-to-maximum alignment and pathological alignment, etc. Despite many attempts to improve,...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Zheng Zhang, Ping Tang, Thomas Corpetti
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Subjects:	Optimal transport time series similarity measure Sinkhorn distance classification
Online Access:	https://ieeexplore.ieee.org/document/9166469/