Research on dynamic time warping multivariate time series similarity matching based on shape feature and inclination angle.
Danyang CaoJie LiuPublished in: J. Cloud Comput. (2016)
Keyphrases
- multivariate time series
- shape features
- dynamic time warping
- similarity matching
- uncertain time series
- distance measure
- shape matching
- texture features
- feature vectors
- shape descriptors
- similarity measure
- euclidean distance
- dimension reduction
- retrieval method
- edit distance
- temporal patterns
- similarity join
- video retrieval
- image retrieval
- similarity search
- human motion
- least squares
- multiscale
- data sets