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Weighted dynamic time warping for time series classification

✍ Scribed by Young-Seon Jeong; Myong K. Jeong; Olufemi A. Omitaomu


Book ID
108234618
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
828 KB
Volume
44
Category
Article
ISSN
0031-3203

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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