Short-Term Traffic Flow Forecast Using Regression Analysis and Graph Convolutional Neural Networks.
Daniel KlosaAmin MallekChristof BüskensPublished in: HPCC/DSS/SmartCity/DependSys (2021)
Keyphrases
- short term
- regression analysis
- traffic flow
- convolutional neural networks
- long term
- road traffic
- regression model
- electric load forecasting
- travel time
- traffic flows
- intelligent transport systems
- forecasting model
- load forecasting
- traffic congestion
- cellular automata
- short term and long term
- explanatory variables
- factor analysis
- stock market
- independent variables
- short and long term
- arima model
- long term memory
- passenger flow
- power generation
- chaotic time series
- road safety