Causal Discovery from Temporal Data.
Chang GongDi YaoChuzhe ZhangWenbin LiJingping BiLun DuJin WangPublished in: KDD (2023)
Keyphrases
- temporal data
- causal discovery
- causal models
- causal relationships
- temporal databases
- temporal information
- discovery process
- causal structure
- spatial data
- directed acyclic graph
- temporal patterns
- bayesian networks
- conditional independence
- data streams
- temporal reasoning
- multivariate time series
- real world
- image classification
- knowledge discovery
- computational complexity
- optimal solution