Cross-City Multi-Granular Adaptive Transfer Learning for Traffic Flow Prediction.
Jiqian MoZhiguo GongPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- transfer learning
- traffic flow
- labeled data
- learning tasks
- road traffic
- knowledge transfer
- traffic flows
- travel time
- traffic congestion
- intelligent transport systems
- semi supervised learning
- cellular automata
- traffic data
- cross domain
- reinforcement learning
- passenger flow
- active learning
- collaborative filtering
- urban traffic
- semi supervised
- machine learning
- text classification
- multi task
- urban areas
- traffic patterns
- text categorization
- domain adaptation
- lane change
- traffic information
- traffic network
- transferring knowledge
- traffic light
- traffic conditions
- transfer knowledge
- target domain
- road safety
- traffic density
- neural network
- learning algorithm
- traffic signal
- fuzzy sets
- domain specific
- prediction model