Causal Discovery from Temporal Data: An Overview and New Perspectives.
Chang GongDi YaoChuzhe ZhangWenbin LiJingping BiPublished in: CoRR (2023)
Keyphrases
- temporal data
- causal discovery
- causal models
- causal relationships
- temporal databases
- temporal information
- discovery process
- bayesian networks
- causal structure
- spatial data
- directed acyclic graph
- conditional independence
- data streams
- temporal patterns
- multivariate time series
- high level
- e learning
- observational data
- data mining