Missing Data Repairs for Traffic Flow With Self-Attention Generative Adversarial Imputation Net.
Weibin ZhangPulin ZhangYinghao YuXiying LiSalvatore Antonio BiancardoJunyi ZhangPublished in: IEEE Trans. Intell. Transp. Syst. (2022)
Keyphrases
- missing data
- traffic flow
- missing values
- multiple imputation
- cellular automata
- road traffic
- traffic data
- data imputation
- structure from motion
- cellular automaton model
- low rank
- traffic congestion
- intelligent transport systems
- traffic flows
- incomplete data
- travel time
- traffic information
- missing information
- multi agent
- integrity constraints
- generative model
- traffic conditions
- traffic network
- traffic assignment
- traffic light
- matrix factorization
- traffic patterns
- road safety
- traffic density
- unsupervised learning