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Selected Works of R. Manmatha
Unpublished Paper
Lower-Bounding of Dynamic Time Warping Distances for Multivariate Time Series
(2003)
  • Toni M. Rath
  • R. Manmatha, University of Massachusetts - Amherst
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Abstract

A tight lower-bounding measure for dynamic time warping (DTW) distances for univariate time series was introduced in [Keogh 2002] and a proof for its lower-bounding property was presented. Here we extend these findings to allow lower-bounding of DTW distances for multivariate time series.

Disciplines
Publication Date
2003
Comments
This is the pre-published version harvested from CIIR.
Citation Information
Toni M. Rath and R. Manmatha. "Lower-Bounding of Dynamic Time Warping Distances for Multivariate Time Series" (2003)
Available at: http://works.bepress.com/r_manmatha/19/