A Hybrid Model for Forecasting Traffic Flow: Using Layerwise Structure and Markov Transition Matrix.
Shaokun ZhangZejian KangZhemin ZhangCongren LinCheng WangJonathan LiPublished in: IEEE Access (2019)
Keyphrases
- hybrid model
- traffic flow
- forecasting accuracy
- markov chain
- support vector regression
- transition matrix
- road traffic
- artificial neural networks
- arima model
- intelligent transport systems
- traffic light
- cellular automata
- traffic flows
- support vector machine
- traffic congestion
- hybrid models
- short term
- traffic network
- computer vision
- directed graph
- kernel function
- road safety
- feature selection