Elastic Similarity Measures for Multivariate Time Series Classification.
Ahmed ShifazCharlotte PelletierFrançois PetitjeanGeoffrey I. WebbPublished in: CoRR (2021)
Keyphrases
- similarity measure
- dynamic time warping
- elastic matching
- euclidean distance
- distance measure
- regression model
- multivariate data
- mutual information
- similarity metrics
- multivariate time series
- sampling methods
- similarity search
- semantic similarity
- similarity assessment
- statistical process control
- statistical tests
- similarity measurement
- real time
- edit distance
- clustering method
- nearest neighbor
- pairwise
- databases
- similarity scores
- distance function
- control charts
- accurate classifiers
- mixed data
- point processes
- empirical bayes
- data sets