Time Series Prediction Method Based on LS-SVR with Modified Gaussian RBF.
Yangming GuoXiaolei LiGuanghan BaiJiezhong MaPublished in: ICONIP (2) (2012)
Keyphrases
- support vector machine svm
- support vector machine
- ls svm
- training data
- high accuracy
- preprocessing
- basis functions
- dynamic programming
- probabilistic model
- knn
- rbf neural network
- radial basis function
- cross validation
- detection method
- clustering method
- maximum likelihood
- learning algorithm
- cost function
- significant improvement
- pairwise
- support vector
- objective function
- similarity measure