Pedestrian flow prediction in extensive road networks using biased observational data.
Michael MaySimon ScheiderRoberto RöslerDaniel SchulzDirk HeckerPublished in: GIS (2008)
Keyphrases
- road network
- observational data
- shortest path
- route planning
- transportation networks
- experimental data
- spatial databases
- location based services
- moving objects
- real world
- uncertain trajectories
- road segments
- directed acyclic graph
- causal structure
- travel time
- causal discovery
- traffic conditions
- causal models
- spatial networks
- fastest path
- causal relationships
- trajectory data
- latent variables
- machine learning
- traffic data
- map matching
- knowledge discovery
- optimal solution
- causal effects
- decision making