Integrating heterogeneous data sources for traffic flow prediction through extreme learning machine.
Qingqing ZhangDarren JianRui XuWei DaiYing LiuPublished in: IEEE BigData (2017)
Keyphrases
- integrating heterogeneous
- traffic flow
- extreme learning machine
- data sources
- feed forward neural networks
- databases
- support vector regression
- distributed data
- feedforward neural networks
- data integration
- neural network
- travel time
- gaussian processes
- cellular automata
- hidden nodes
- lane change
- single layer
- prediction model
- data warehouse
- artificial neural networks
- data sets
- variable selection
- data analysis
- regression model
- database