Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection

Xiaomin Song, Qingsong Wen, Yan Li +1

Dynamic time warping (DTW) is an effective dissimilarity measure in many time series applications. Despite its popularity, it is prone to noises and outliers, which leads to singul…