Kernels for Periodic Time Series Arising in Astronomy.
Gabriel WachmanRoni KhardonPavlos ProtopapasCharles R. AlcockPublished in: ECML/PKDD (2) (2009)
Keyphrases
- quasi periodic
- periodic patterns
- dynamic time warping
- kernel function
- periodicity detection
- moving average
- kernel methods
- feature space
- chronic hepatitis
- non stationary
- multiple kernel
- support vector
- gaussian kernel
- weather forecasting
- symbolic representation
- scientific data
- distance measure
- gaussian kernels
- kernel learning
- box jenkins
- time stamped
- multivariate time series
- graph kernels
- database
- autoregressive
- linear combination
- high dimensional
- data structure