Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators.
Michel BesserveNikos K. LogothetisBernhard SchölkopfPublished in: NIPS (2013)
Keyphrases
- statistical analysis
- spectral density
- statistical analyses
- dynamic time warping
- kernel methods
- kernel function
- reproducing kernel hilbert space
- mutual subspace method
- kernel regression
- feature space
- machine learning
- kernel pca
- translation invariant
- morphological operators
- kernel space
- similarity function
- statistical methods
- convolution kernel
- support vector
- sparse kernel
- subsequence matching
- clinical data
- chronic hepatitis
- kernel machines
- multiple kernel learning
- symbolic representation
- data sets
- data mining tasks
- temporal patterns
- input space
- stock market
- building blocks
- data mining
- neural network