Traffic incident detection by multiple kernel support vector machine ensemble.
Jianli XiaoYuncai LiuPublished in: ITSC (2012)
Keyphrases
- multiple kernel
- support vector machine
- incident detection
- traffic flow
- travel time
- training set
- traffic management
- training data
- feature selection
- kernel methods
- multi class
- traffic conditions
- support vector
- svm classifier
- kernel function
- support vector machine svm
- feature vectors
- traffic surveillance
- traffic congestion
- base classifiers
- traffic data
- machine learning
- feature space
- ensemble methods
- knn
- moving vehicles
- binary classification
- road network
- decision trees
- cellular automata
- cost sensitive
- decision boundary
- multiple kernel learning
- network traffic
- data sets
- active learning
- cellular networks
- support vectors
- learning problems