A Piecewise Hybrid of ARIMA and SVMs for Short-Term Traffic Flow Prediction.
Yong WangLi LiXiaofei XuPublished in: ICONIP (5) (2017)
Keyphrases
- least squares
- short term
- traffic flow
- arima model
- long term
- load forecasting
- linear model
- motion prediction
- support vector
- short term prediction
- traffic congestion
- road traffic
- chaotic time series
- intelligent transport systems
- stock market
- cellular automata
- traffic flows
- travel time
- traffic data
- traffic network
- traffic light
- short term and long term
- short and long term
- traffic information
- long term memory
- feature selection
- traffic patterns
- prediction model
- support vector machine svm
- training set
- forecasting model
- traffic conditions
- power generation
- generalization ability
- artificial neural networks
- lane change
- neural network