Adaptive cost dynamic time warping distance in time series analysis for classification

DOI10.1016/j.cam.2017.01.004zbMath1360.62463OpenAlexW2581062968MaRDI QIDQ515801

Xiaoli Chen, Yuan Wan, Ying Shi

Publication date: 16 March 2017

Published in: Journal of Computational and Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cam.2017.01.004

zbMATH Keywords

dynamic time warpingnearest neighbor classifiertime series classificationadaptive cost

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

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Cites Work

• Wavelet-based dynamic time warping
• Dynamic programming algorithm optimization for spoken word recognition