Scalable classifier-agnostic channel selection for multivariate time series classification.
Bhaskar DhariyalThach Le NguyenGeorgiana IfrimPublished in: Data Min. Knowl. Discov. (2023)
Keyphrases
- mixed data
- selection criterion
- feature space
- accurate classifiers
- selection scheme
- training data
- classifier systems
- neural network
- feature selection
- decision trees
- support vector
- multivariate data
- training examples
- learning algorithm
- learning phase
- multi channel
- selection algorithm
- classification algorithm
- training samples
- feature set
- support vector machine
- classification scheme
- class labels
- sampling methods
- instance selection
- multivariate time series
- nearest neighbor
- active learning
- training set