Expert Bayes: Automatically Refining Manually Built Bayesian Networks.
Ezilda AlmeidaPedro FerreiraTiago T. V. VinhozaInês de Castro DutraPaulo Vinicius Koerich BorgesYirong WuElizabeth S. BurnsidePublished in: ICMLA (2014)
Keyphrases
- bayesian networks
- expert knowledge
- semi automatically
- decision trees
- automatically generated
- probabilistic inference
- domain experts
- probability distribution
- structure learning
- conditional probabilities
- database
- random variables
- support vector
- learning bayesian networks
- user defined
- hand crafted
- manual labeling
- incomplete data
- probabilistic model
- training data
- case study
- genetic algorithm