Metric-Based Multi-Task Grouping Neural Network for Traffic Flow Forecasting.
Haikun HongWenhao HuangGuojie SongKunqing XiePublished in: ISNN (2014)
Keyphrases
- traffic flow
- multi task
- metric learning
- neural network
- multi task learning
- learning tasks
- road traffic
- prediction model
- intelligent transport systems
- multi class
- multiple tasks
- traffic congestion
- short term
- traffic flows
- traffic data
- cellular automata
- traffic network
- gaussian processes
- traffic information
- bp neural network
- travel time
- feature selection
- learning problems
- transfer learning
- traffic conditions
- sparse learning
- traffic light
- short term prediction
- forecasting model
- machine learning
- genetic algorithm
- long term
- traffic management
- support vector
- support vector regression