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Alignment Using Variable Penalty Dynamic Time Warping

✍ Scribed by Clifford, David; Stone, Glenn; Montoliu, Ivan; Rezzi, Serge; Martin, François-Pierre; Guy, Philippe; Bruce, Stephen; Kochhar, Sunil


Book ID
115452591
Publisher
American Chemical Society
Year
2009
Tongue
English
Weight
608 KB
Volume
81
Category
Article
ISSN
0003-2700

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## Abstract We propose an approach to embedding time series data in a vector space based on the distances obtained from Dynamic Time Warping (DTW), and classifying them in the embedded space. Under the problem formulation in which both labeled data and unlabeled data are given beforehand, we consid