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To improve the efficiency of elastic measures introduced to overcome the shortcomings of Euclidean distance, the Sakoe-Chiba band is usually applied as a constraint. In this paper, we provide a detailed analysis of the influence of the alternative Itakura parallelogram constraint on the accuracy of...
Sakoe-Chiba bandderivative dynamic time warpingA key component of many types of time series classification methods is an appropriate dissimilarity measure. Elastic measures like DTW, LCS, ERP and EDR are methods that have long been known in the time series community. The methods have flourished, ...
Geler Z,Kurbalija V,Radovanovic'M,et al.Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kN N Classification[C]//International Conference on Knowledge Science,Engineering and Management.Springer International Publishing,2014:105-114....
Geler Z,Kurbalija V,Radovanovic'M,et al.Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kN N Classification[C]//International Conference on Knowledge Science,Engineering and Management.Springer International Publishing,2014:105-114....