Multi-city traffic flow forecasting via multi-task learning.
Yiling ZhangYan YangWei ZhouHao WangXiaocao OuyangPublished in: Appl. Intell. (2021)
Keyphrases
- traffic flow
- multi task learning
- multi task
- passenger flow
- road traffic
- learning tasks
- multiple tasks
- intelligent transport systems
- traffic flows
- multitask learning
- gaussian processes
- traffic congestion
- travel time
- traffic data
- high order
- traffic light
- theoretical analysis
- transfer learning
- learning problems
- cellular automata
- learning algorithm
- inductive learning
- neural network
- traffic patterns
- short term
- urban areas
- learning models
- traffic conditions
- traffic information
- long term
- support vector machine
- multi class
- higher order
- machine learning