A time-dependent enhanced support vector machine for time series regression.
Goce RistanoskiWei LiuJames BaileyPublished in: KDD (2013)
Keyphrases
- support vector machine
- support vector regression
- support vector
- multi variate
- support vector machines for classification
- ridge regression
- regression problems
- svm classifier
- regression model
- multi class
- support vector machine svm
- small sample
- non stationary
- nonlinear regression
- gaussian processes
- dynamic time warping
- travel time
- regression analysis
- kernel methods
- model selection
- machine learning
- multivariate time series
- polynomial regression
- multi class support vector machines
- feature selection
- generalization ability
- linear regression
- kernel function
- knn
- feature vectors
- training set
- feature space
- training data
- decision boundary
- simple linear
- regression methods
- dimension reduction
- regression function
- high classification accuracy
- chronic hepatitis