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: ICKG (2022)
Keyphrases
- distance measure
- dynamic time warping
- euclidean distance
- hausdorff distance
- similarity measure
- distance metric
- covariance matrices
- vector space
- kullback leibler
- nearest neighbor classifier
- distance function
- texture features
- low rank
- distance matrix
- multivariate time series
- real valued time series
- symbolic representation
- reproducing kernel hilbert space
- cosine similarity
- triangle inequality
- hamming distance
- dissimilarity measure
- similarity estimation
- bhattacharyya distance
- singular value decomposition