Relational Causal Models with Cycles: Representation and Reasoning.
Ragib AhsanDavid ArbourElena ZhelevaPublished in: CLeaR (2022)
Keyphrases
- causal models
- causal reasoning
- structural model
- causal discovery
- causal inference
- knowledge base
- relational databases
- relational data
- directed acyclic graph
- causal relationships
- conditional independence
- structural equation models
- diagnostic problem solving
- causal relations
- multiple representations
- relational learning
- causal structure
- data mining
- decision making