Leveraging Subsequence-orders for Univariate and Multivariate Time-series Classification.
Shoumik RoychoudhuryFang ZhouZoran ObradovicPublished in: SDM (2019)
Keyphrases
- dynamic time warping
- multivariate time series
- multivariate decision trees
- pattern matching
- mixed data
- permutation tests
- similarity measure
- sampling methods
- nearest neighbor
- regression model
- statistical tests
- multivariate data
- bayesian networks
- point processes
- multivariate normal
- multivariate gaussian distribution
- data sets
- dimension reduction
- temporal data
- decision trees
- search engine
- accurate classifiers
- learning algorithm
- machine learning
- neural network