Causal Structure Discovery for Spatio-temporal Data.
Victor W. ChuRaymond K. WongWei LiuFang ChenPublished in: DASFAA (1) (2014)
Keyphrases
- spatio temporal data
- causal structure
- causal discovery
- spatio temporal
- observational data
- causal models
- causal relationships
- discovery process
- experimental data
- spatial data
- moving objects
- bayesian networks
- directed acyclic graph
- sensor data
- spatial databases
- scientific data
- data mining
- web logs
- knowledge discovery
- causal graph
- sample size
- causal relations
- information retrieval
- influence diagrams
- conditional probabilities
- conditional independence
- knn
- data analysis
- data streams