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Elastic bands across the path: A new framework and methods to lower bound DTW.

SDM, (2019): 522-530

Cited: 3|Views14
EI

Abstract

There has been renewed recent interest in developing effective lower bounds for Dynamic Time Warping (DTW) distance between time series. These have many applications in time series indexing, clustering, forecasting, regression and classification. One of the key time series classification algorithms, the nearest neighbor algorithm with DTW...More

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