Highway traffic forecasting by support vector regression model with tabu search algorithms.
Wei-Chiang HongPing-Feng PaiShun-Lin YangRobert ThengPublished in: IJCNN (2006)
Keyphrases
- regression model
- support vector regression
- search algorithm
- support vector
- tabu search
- prediction model
- search procedure
- traffic accidents
- traffic volume
- model selection
- search heuristics
- regression methods
- forecasting model
- regression analysis
- traffic safety
- linear regression model
- cross validation
- traffic flow
- locally weighted
- linear model
- logistic regression models
- kernel function
- multivariate regression
- kernel regression
- explanatory variables
- prediction intervals
- interval valued data
- independent variables
- ls svm
- gaussian process
- road network
- generalized linear models
- multiple linear regression
- support vector machine
- simulated annealing
- loss function
- search space
- logistic regression
- kernel methods
- regression method
- regression trees
- feature selection
- neural network
- response variable
- hyperparameters
- survival analysis
- classification accuracy
- generalized linear
- metaheuristic
- traffic management