A hybrid deep learning approach for urban expressway travel time prediction considering spatial-temporal features.
Zhihao ZhangPeng ChenYunpeng WangGuizhen YuPublished in: ITSC (2017)
Keyphrases
- deep learning
- travel time
- prediction intervals
- public transport
- urban areas
- transportation networks
- spatial networks
- traffic congestion
- public transportation
- traffic flow
- transport network
- road network
- unsupervised learning
- vehicle routing problem
- unsupervised feature learning
- shortest path
- traffic data
- spatial information
- machine learning
- weakly supervised
- mental models
- spatial data
- traffic conditions
- geographic information systems
- supervised learning
- search space
- genetic algorithm