Integrating prior knowledge in time series alignment: Prior Optimized Time Warping.
Xiaoguang YanWilliam H. GageAndrew W. EckfordPublished in: CWIT (2013)
Keyphrases
- prior knowledge
- dynamic time warping
- prior information
- distance measure
- bayesian framework
- similarity measure
- subsequence matching
- domain knowledge
- similarity search
- training data
- euclidean distance
- periodicity detection
- quasi periodic
- generative model
- labeled data
- latent variables
- incorporation of prior knowledge
- data sets
- image segmentation
- probabilistic model
- moving average
- artificial neural networks