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