Traffic prediction for Internet of Things through support vector regression model.
Xi ChenYani LiuJunkun ZhangPublished in: Internet Technol. Lett. (2022)
Keyphrases
- regression model
- prediction model
- prediction intervals
- support vector
- linear regression model
- support vector regression
- prediction accuracy
- survival analysis
- regression analysis
- multiple linear regression
- target variable
- ls svm
- kernel regression
- regression methods
- generalized linear models
- model selection
- regression trees
- gaussian process
- independent variables
- kernel methods
- mobile devices
- explanatory variables
- kernel function
- predictive model
- linear model
- traffic flow
- loss function
- logistic regression
- road network
- bayesian networks
- interval valued data
- multivariate regression
- cross validation
- response variable
- generalized linear
- radial basis function
- logistic regression models
- learning machines
- locally weighted
- training set
- prediction error
- travel time