LSTM-based traffic flow prediction with missing data.
Yan TianKaili ZhangJianyuan LiXianxuan LinBailin YangPublished in: Neurocomputing (2018)
Keyphrases
- missing data
- traffic flow
- road traffic
- missing values
- data imputation
- intelligent transport systems
- matrix factorization
- low rank
- traffic flows
- traffic network
- cellular automata
- traffic congestion
- short term traffic
- traffic information
- cellular automaton model
- travel time
- incomplete data
- structure from motion
- traffic data
- multiple imputation
- automatic relevance determination
- motion segmentation
- urban traffic
- imputation methods
- intelligent transportation systems
- road safety
- lane change
- traffic patterns
- recurrent neural networks
- artificial neural networks
- computer vision
- traffic density
- traffic assignment
- traffic light
- data analysis