Short-term traffic flow prediction with LSTM recurrent neural network.
Danqing KangYisheng LvYuan-yuan ChenPublished in: ITSC (2017)
Keyphrases
- recurrent neural networks
- traffic flow
- short term
- chaotic time series
- long term
- long short term memory
- load forecasting
- motion prediction
- short term prediction
- road traffic
- neural network
- feed forward
- arima model
- travel time
- traffic data
- intelligent transport systems
- cellular automata
- traffic congestion
- traffic flows
- traffic information
- complex valued
- long term memory
- short term and long term
- traffic network
- medium term
- artificial neural networks
- recurrent networks
- forecasting model
- short and long term
- hidden layer
- power generation
- traffic light
- wind speed
- lane change
- neuro fuzzy
- road safety
- stock market
- wind power
- prediction model