Bayesian Network Induction via Local Neighborhoods.
Dimitris MargaritisSebastian ThrunPublished in: NIPS (1999)
Keyphrases
- bayesian networks
- learning bayesian networks
- inductive learning
- probabilistic inference
- inference in bayesian networks
- bayesian network inference
- naive bayes
- graphical models
- program synthesis
- conditional probabilities
- structural learning
- bayesian network classifiers
- conditional independence
- influence diagrams
- bayesian network structure
- probabilistic reasoning
- concept formation
- expert knowledge
- probability distribution
- causal relationships
- functional programs
- inductive logic programming
- random variables
- probabilistic model
- decision trees
- bayesian network structures
- uncertain knowledge
- neural network
- bayesian network learning
- neighborhood structure
- constructive induction
- version space
- exact inference
- induction algorithms
- rule induction
- incomplete data
- dynamic systems
- genetic algorithm