Short-term traffic flow prediction with LSTM recurrent neural network.

Danqing Kang Yisheng Lv Yuan-yuan Chen

Published 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