Learning optimal warping window size of DTW for time series classification.
Qian ChenGuyu HuFanglin GuPeng XiangPublished in: ISSPA (2012)
Keyphrases
- window size
- dynamic time warping
- learning algorithm
- reinforcement learning
- learning problems
- learning tasks
- online learning
- window sizes
- learning scheme
- sliding window
- learning systems
- knowledge acquisition
- supervised learning
- nearest neighbor
- active learning
- worst case
- dynamic programming
- incremental learning
- learning process
- data streams
- similarity measure
- e learning