An efficient and accurate method for evaluating time series similarity.
Michael D. MorseJignesh M. PatelPublished in: SIGMOD Conference (2007)
Keyphrases
- computationally efficient
- high accuracy
- optimization algorithm
- similarity measure
- preprocessing
- completely automatic
- significant improvement
- similarity metric
- experimental evaluation
- high precision
- computational complexity
- similarity function
- distance function
- detection method
- input data
- probabilistic model
- dynamic programming
- pairwise
- model selection
- clustering method
- mutual information
- synthetic data
- support vector machine
- classification method
- computational cost
- highly accurate