Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction.
Yuanyuan ChenHongyu ChenPeijun YeYisheng LvFei-Yue WangPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- decision makers
- ensemble learning
- traffic conditions
- traffic flow
- travel time
- incident detection
- ensemble methods
- prediction accuracy
- traffic data
- decision making
- traffic management
- generalization ability
- cellular automata
- road network
- traffic congestion
- traffic light
- concept drift
- navigation systems
- shortest path
- transportation networks
- prediction model
- evolutionary algorithm
- computer vision
- data streams
- route planning
- urban areas
- active learning
- unlabeled data
- base classifiers