Exploiting Experts' Knowledge for Structure Learning of Bayesian Networks.
Hossein AmirkhaniMohammad RahmatiPeter J. F. LucasArjen HommersomPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2017)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- conditional independence
- learning bayesian networks
- parameter learning
- bayesian network classifiers
- knowledge base
- markov logic networks
- bayesian network structures
- markov blanket
- structure learning algorithm
- domain knowledge
- posterior probability
- structure and parameter learning
- markov networks
- probabilistic inference
- probability distribution
- probabilistic model
- probabilistic reasoning
- parameter estimation
- bayesian network structure
- prior knowledge
- incomplete data
- sample size
- hidden variables
- conditional probabilities
- exact inference
- knowledge discovery
- expert systems
- feature selection