Solving Nonstationary Classification Problems With Coupled Support Vector Machines.
Guillermo L. GrinblatLucas C. UzalH. Alejandro CeccattoPablo M. GranittoPublished in: IEEE Trans. Neural Networks (2011)
Keyphrases
- non stationary
- support vector
- learning machines
- large margin classifiers
- adaptive algorithms
- autoregressive
- random fields
- support vector machine
- concept drift
- fractional brownian motion
- classification accuracy
- blind source separation
- kernel methods
- generalization ability
- feature selection
- loss function
- kernel function
- least squares
- empirical mode decomposition
- hidden markov models
- multiresolution
- feature extraction