Robust ensemble method for short-term traffic flow prediction.
He YanLiyong FuYong QiDong-Jun YuQiaolin YePublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- short term
- traffic flow
- ensemble methods
- prediction accuracy
- long term
- load forecasting
- short term prediction
- road traffic
- long term memory
- generalization ability
- cellular automata
- intelligent transport systems
- traffic flows
- ensemble classifier
- travel time
- machine learning methods
- benchmark datasets
- short term and long term
- decision trees
- arima model
- base classifiers
- traffic congestion
- random forest
- ensemble learning
- traffic light
- ensemble members
- lane change
- data mining
- machine learning
- multi objective
- support vector machine
- power generation
- wind speed