Embedding of time series data by using dynamic time warping distances.
Yuko MizuharaAkira HayashiNobuo SuematsuPublished in: Systems and Computers in Japan (2006)
Keyphrases
- dynamic time warping
- distance measure
- euclidean distance
- vector space
- geodesic distance
- triangular inequality
- distance function
- similarity search
- data points
- lower bounding
- nearest neighbor classifier
- shape retrieval
- similarity measure
- uncertain time series
- elastic matching
- edit distance
- subsequence matching
- shape similarity
- high dimensional
- longest common subsequence
- quasi periodic
- dissimilarity measure
- signature verification
- data analysis
- dimensionality reduction
- pairwise