Matrix Profile XXI: A Geometric Approach to Time Series Chains Improves Robustness
Author:
Affiliation:
1. Tokai University, Tokyo, Japan
2. Mitsubishi Electric Corporation, Tokyo, Japan
3. University of California, Riverside, Riverside, CA, USA
Funder
Mitsubishi Electric Corporation
JSPS KAKENHI Grant
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3394486.3403164
Reference18 articles.
1. Keeping it Short and Simple
2. Gama J. ?liobait? I. Bifet A. Pechenizkiy M. and Bouchachia A. A survey on concept drift adaptation. ACM Computing Surveys (CSUR) 46 4 (2014): 1--37. Gama J. ?liobait? I. Bifet A. Pechenizkiy M. and Bouchachia A. A survey on concept drift adaptation. ACM Computing Surveys (CSUR) 46 4 (2014): 1--37.
3. Circulatory response to passive and active changes in posture;Heldt T;Comput Cardiol,2003
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