CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning.
Utkarshani JaiminiAmit P. ShethPublished in: CoRR (2022)
Keyphrases
- causal knowledge
- causal reasoning
- directed acyclic graph
- diagnostic knowledge
- causal relationships
- knowledge base
- causal models
- causal explanation
- graph theory
- graph structure
- directed graph
- random walk
- bayesian networks
- conditional probabilities
- knowledge representation
- logical framework
- fuzzy cognitive maps
- neural network
- patient specific
- reinforcement learning
- social networks