Predicting Travel Times with Context-Dependent Random Forests by Modeling Local and Aggregate Traffic Flow.
Benjamin HamnerPublished in: ICDM Workshops (2010)
Keyphrases
- traffic flow
- random forests
- context dependent
- travel time
- traffic flows
- traffic congestion
- road traffic
- traffic data
- random forest
- logistic regression
- decision trees
- incident detection
- vehicle routing and scheduling
- ensemble methods
- transportation networks
- cellular automata
- machine learning algorithms
- urban areas
- traffic light
- low level
- road network
- traffic conditions
- traffic information
- traffic patterns
- shortest path
- traffic density
- high level
- traffic accidents
- support vector