Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series.
Audrey DerChin-Chia Michael YehRenjie WuJunpeng WangYan ZhengZhongfang ZhuangLiang WangWei ZhangEamonn J. KeoghPublished in: CoRR (2022)
Keyphrases
- distance measure
- dynamic time warping
- euclidean distance
- similarity measure
- vector space
- distance function
- distance matrix
- hausdorff distance
- nearest neighbor classifier
- user profiles
- distance metric
- covariance matrices
- subsequence matching
- cosine similarity
- similarity estimation
- random walk
- multivariate time series
- symbolic representation
- edit distance
- singular value decomposition