Origin-destination Flow Prediction with Vehicle Trajectory Data and Semi-supervised Recurrent Neural Network.
Tao HuangYintai MaZhiwei (Tony) QinJianfeng ZhengHenry X. LiuHongtu ZhuJieping YePublished in: IEEE BigData (2019)
Keyphrases
- recurrent neural networks
- origin destination
- trajectory data
- semi supervised
- traffic management
- travel time
- road network
- traffic conditions
- map matching
- location prediction
- feed forward
- complex valued
- moving object trajectories
- neural network
- recurrent networks
- mobility data
- neural model
- traffic congestion
- hidden layer
- temporal information
- space time
- echo state networks
- moving objects
- reservoir computing
- intelligent transportation systems
- spatial data
- road segments
- real valued
- multicommodity flow
- active learning
- vehicle tracking
- shortest path
- traffic data
- neural network structure
- learning algorithm