Optimized support vector machines for nonstationary signal classification.
Manuel DavyArthur GrettonArnaud DoucetPeter J. W. RaynerPublished in: IEEE Signal Process. Lett. (2002)
Keyphrases
- non stationary
- support vector
- learning machines
- large margin classifiers
- adaptive algorithms
- random fields
- support vector machine
- kernel function
- fractional brownian motion
- blind source separation
- loss function
- fourier analysis
- maximum margin
- empirical mode decomposition
- autoregressive
- generalization ability
- classification accuracy
- feature selection
- markov random field
- gaussian markov random fields