Short-term traffic flow prediction using EMD-based recurrent Hermite neural network approach.
Syuan-Yi ChenWei-Yao ChouPublished in: ITSC (2012)
Keyphrases
- short term
- traffic flow
- short term prediction
- chaotic time series
- long term
- neural network
- electric load forecasting
- load forecasting
- motion prediction
- road traffic
- recurrent neural networks
- prediction model
- intelligent transport systems
- activation function
- traffic congestion
- short term and long term
- traffic data
- arima model
- cellular automata
- feed forward
- stock market
- travel time
- long term memory
- traffic network
- traffic light
- forecasting model
- traffic flows
- wind speed
- traffic patterns
- back propagation
- genetic algorithm
- artificial neural networks
- road safety
- neural network model
- medium term
- multi agent systems
- power system
- expert systems
- incident detection
- fuzzy logic
- hidden layer