Optimized Configuration of Exponential Smoothing and Extreme Learning Machine for Traffic Flow Forecasting.
Hao-Fan YangTharam S. DillonElizabeth ChangYi-Ping Phoebe ChenPublished in: IEEE Trans. Ind. Informatics (2019)
Keyphrases
- exponential smoothing
- traffic flow
- extreme learning machine
- support vector regression
- demand forecasting
- moving average
- prediction model
- feedforward neural networks
- forecasting accuracy
- feed forward neural networks
- neural network
- gaussian processes
- autoregressive integrated moving average
- cellular automata
- hidden nodes
- single layer
- variable selection
- activation function
- autoregressive
- back propagation
- hybrid model
- bp neural network
- short term
- regression model
- support vector machine svm
- support vector