Exact Statistical Inference for Time Series Similarity using Dynamic Time Warping by Selective Inference.
Vo Nguyen Le DuyIchiro TakeuchiPublished in: CoRR (2022)
Keyphrases
- dynamic time warping
- statistical inference
- similarity measure
- distance measure
- euclidean distance
- edit distance
- longest common subsequence
- bayesian inference
- shape similarity
- model selection
- uncertain time series
- lower bounding
- graphical models
- statistical learning
- triangular inequality
- subsequence matching
- quasi periodic
- machine learning
- similarity search
- sequence matching
- distance function
- pairwise
- word spotting
- similarity function
- feature selection
- statistical methods
- statistical model
- pattern matching
- mutual information
- probabilistic model
- active learning
- query processing
- bayesian networks
- neural network