Causal Discovery from Spatio-Temporal Data with Applications to Climate Science.
Imme Ebert-UphoffYi DengPublished in: ICMLA (2014)
Keyphrases
- spatio temporal data
- causal discovery
- spatio temporal
- causal models
- causal relationships
- spatio temporal patterns
- causal structure
- discovery process
- bayesian networks
- spatial data
- conditional independence
- directed acyclic graph
- moving objects
- spatial databases
- sensor data
- databases
- scientific data
- data mining
- data sets
- multi dimensional
- temporal sequences
- knowledge discovery
- image sequences