Exploring spatial-temporal relations via deep convolutional neural networks for traffic flow prediction with incomplete data.
Shaojiang DengShuyuan JiaJing ChenPublished in: Appl. Soft Comput. (2019)
Keyphrases
- incomplete data
- traffic flow
- temporal relations
- convolutional neural networks
- spatial relations
- missing data
- road traffic
- missing values
- spatial information
- traffic flows
- temporal information
- bayesian networks
- em algorithm
- cellular automata
- intelligent transport systems
- travel time
- traffic congestion
- incomplete data sets
- temporal reasoning
- traffic data
- traffic network
- lane change
- spatial data
- traffic light
- video clips
- traffic conditions
- traffic information
- expectation maximization
- data analysis
- feature extraction
- neural network