Bayesian Support Vector Regression for traffic speed prediction with error bars.
Gaurav GopiJustin DauwelsMuhammad Tayyab AsifSridhar AshwinNikola MitrovicUmer RasheedPatrick JailletPublished in: ITSC (2013)
Keyphrases
- support vector regression
- prediction error
- load forecasting
- regression model
- hybrid model
- prediction model
- support vector
- response surface methodology
- forecasting accuracy
- support vector classification
- wavelet frame
- hybrid genetic
- kernel function
- singular spectrum analysis
- autoregressive conditional heteroscedasticity
- extreme learning machine
- support vector machine svm
- ann models
- multiple linear regression
- support vector machine
- electronic equipment
- wavelet neural network
- traffic flow
- nonlinear regression
- model selection
- data points
- artificial neural networks
- feature selection
- neural network