CausalKG: Causal Knowledge Graph Explainability Using Interventional and Counterfactual Reasoning.
Utkarshani JaiminiAmit P. ShethPublished in: IEEE Internet Comput. (2022)
Keyphrases
- causal knowledge
- causal reasoning
- directed acyclic graph
- diagnostic knowledge
- knowledge base
- causal explanation
- causal relationships
- conditional probabilities
- random walk
- directed graph
- graph theory
- patient specific
- bayesian networks
- graph structure
- case based reasoning
- default logic
- causal models
- undirected graph
- spanning tree
- probability distribution
- computational complexity
- reinforcement learning