Construct support vector machine ensemble to detect traffic incident.
Shuyan ChenWei WangHenk J. van ZuylenPublished in: Expert Syst. Appl. (2009)
Keyphrases
- support vector machine
- training data
- multi class
- majority voting
- ensemble methods
- svm classifier
- detection method
- training set
- network traffic
- classifier ensemble
- ensemble learning
- neural network
- traffic flow
- automatic detection
- support vector machine svm
- normal traffic
- detection algorithm
- traffic control
- real time
- feature selection
- support vector regression
- base classifiers
- generalization ability
- support vector
- learning algorithm
- ensemble classifier
- data mining
- small sample
- road network
- traffic congestion
- decision forest
- feature vectors
- k nearest neighbor