Reliable Discretization of Deterministic Equations in Bayesian Networks.
Alessandro AntonucciPublished in: FLAIRS Conference (2019)
Keyphrases
- bayesian networks
- continuous variables
- learning bayesian networks
- structure learning
- preprocessing
- cost effective
- graphical models
- data sets
- differential equations
- mathematical model
- probabilistic model
- bayesian network classifiers
- inference in bayesian networks
- approximate inference
- linear equations
- data mining
- probabilistic reasoning
- numerical solution
- nonlinear equations
- bayesian network learning
- parameter learning
- conditional independence
- expert knowledge
- conditional probabilities
- probability distribution
- decision trees
- neural network