ExtTra: Short-Term Traffic Flow Prediction Based on Extremely Randomized Trees.
Jiaxing ShangXiaofan YanLinhui FengZheng DongHaojie WangShangbo ZhouPublished in: ICONIP (4) (2018)
Keyphrases
- short term
- traffic flow
- randomized trees
- long term
- load forecasting
- motion prediction
- short term prediction
- chaotic time series
- road traffic
- intelligent transport systems
- travel time
- traffic data
- traffic congestion
- short term and long term
- arima model
- prediction accuracy
- stock market
- traffic flows
- cellular automata
- forecasting model
- random forests
- medium term
- lane change
- short and long term
- long term memory
- traffic light
- function approximation
- ensemble methods
- power generation
- road safety
- prediction model
- multiple instance learning
- wind speed