Kernel Methods for Detecting the Direction of Time Series.
Jonas PetersDominik JanzingArthur GrettonBernhard SchölkopfPublished in: GfKl (2008)
Keyphrases
- kernel methods
- support vector
- machine learning
- kernel function
- learning problems
- support vector machine
- kernel matrix
- feature space
- learning tasks
- similarity function
- reproducing kernel hilbert space
- kernel pca
- kernel matrices
- kernel ridge regression
- multiple kernel
- multiple kernel learning
- kernel trick
- kernel parameters
- high dimensional feature space
- graph kernels