Deep belief network-based support vector regression method for traffic flow forecasting.
Haibo XuChengshun JiangPublished in: Neural Comput. Appl. (2020)
Keyphrases
- regression method
- traffic flow
- support vector regression
- support vector
- kernel function
- road traffic
- support vector machine
- traffic flows
- forecasting model
- intelligent transport systems
- traffic data
- travel time
- cellular automata
- traffic congestion
- traffic network
- cross validation
- logistic regression
- traffic information
- support vector machine svm
- generalization ability
- radial basis function
- regression model
- traffic light
- classification accuracy
- feature space
- road safety
- short term
- learning algorithm
- regression analysis
- svm classifier
- traffic patterns
- incident detection
- machine learning
- data mining
- traffic conditions
- partial least squares
- knn
- hyperparameters
- linear discriminant analysis