ST-LBAGAN: Spatio-temporal learnable bidirectional attention generative adversarial networks for missing traffic data imputation.
Bing YangYan KangYaoyao YuanXin HuangHao LiPublished in: Knowl. Based Syst. (2021)
Keyphrases
- data imputation
- missing values
- spatio temporal
- missing data
- internet traffic
- telecommunication networks
- traffic network
- incomplete data
- network traffic
- network resources
- transportation networks
- traffic flow
- spatial and temporal
- image sequences
- movement patterns
- traffic patterns
- high dimensional data
- traffic engineering
- high speed networks
- generative model
- traffic conditions
- pattern recognition
- mutual information
- spatio temporal data
- imputation methods
- differentiated services
- data mining
- missing links
- learning algorithm