Using Dynamic Time Warping to Bootstrap HMM-Based Clustering of Time Series.
Tim OatesLaura FiroiuPaul R. CohenPublished in: Sequence Learning (2001)
Keyphrases
- dynamic time warping
- shape retrieval
- distance measure
- euclidean distance
- elastic matching
- subsequence matching
- clustering algorithm
- hidden markov models
- lower bounding
- quasi periodic
- nearest neighbor classifier
- similarity measure
- sequence matching
- similarity search
- shape similarity
- signature verification
- edit distance
- self organizing maps
- data points
- reinforcement learning
- dynamic programming
- neural network