Evaluation of Induced Expert Knowledge in Causal Structure Learning by NOTEARS.
Jawad ChowdhuryRezaur RashidGabriel TerejanuPublished in: CoRR (2023)
Keyphrases
- expert knowledge
- bayesian networks
- structure learning
- markov blanket
- parameter learning
- graphical models
- conditional independence
- expert systems
- causal relationships
- probabilistic model
- domain knowledge
- probabilistic reasoning
- bayesian network classifiers
- markov logic networks
- domain experts
- probability distribution
- causal discovery
- transfer learning
- posterior probability
- random variables
- hidden variables
- genetic algorithm
- fuzzy logic
- knn
- prior knowledge
- knowledge base