BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks.
Jindong HanWeijia ZhangHao LiuTao TaoNaiqiang TanHui XiongPublished in: Proc. VLDB Endow. (2024)
Keyphrases
- road network
- linear complexity
- spatio temporal
- moving objects
- neural network
- uncertain trajectories
- shortest path
- travel time
- transportation networks
- traffic data
- location based services
- road segments
- route planning
- traffic congestion
- weighted graph
- moving objects databases
- spatial databases
- map matching
- image sequences
- spatial networks
- spatio temporal data
- spatio temporal databases
- traffic conditions
- video sequences
- traffic density
- trajectory data
- geographic information systems
- graph structure
- random walk
- space time
- path queries
- spanning tree
- wireless sensor networks
- directed graph
- temporal information