Fast classification of univariate and multivariate time series through shapelet discovery.
Josif GrabockaMartin WistubaLars Schmidt-ThiemePublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- multivariate time series
- dimension reduction
- multivariate time series data
- categorical data
- support vector
- feature selection
- feature extraction
- pattern recognition
- temporal data
- support vector machine
- temporal patterns
- image classification
- model selection
- supervised learning
- spatial structure
- data sets
- preprocessing
- machine learning
- sample size
- support vector machine svm
- probability distribution
- feature space
- data mining