An empirical evaluation of kernels for time series.
Mourtadha BadianePádraig CunninghamPublished in: Artif. Intell. Rev. (2022)
Keyphrases
- support vector
- kernel methods
- kernel function
- dynamic time warping
- multivariate time series
- feature space
- stock market
- chronic hepatitis
- multiple kernel
- moving average
- linear combination
- neural network
- multiple kernel learning
- long term
- polynomial kernels
- non stationary
- feature set
- kernel machines
- support vector machine
- financial time series
- special case
- subsequence matching
- machine learning