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Classification of surgical processes using dynamic time warping

✍ Scribed by Germain Forestier; Florent Lalys; Laurent Riffaud; Brivael Trelhu; Pierre Jannin

Book ID
113682517
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
797 KB
Volume
45
Category
Article
ISSN
1532-0464

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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