An Empirical Evaluation of Costs and Benefits of Simplifying Bayesian Networks by Removing Weak Arcs.

Parot Ratnapinda Marek J. Druzdzel

Published in: FLAIRS Conference (2014)

Keyphrases

bayesian networks
cost savings
cost reduction
learning bayesian networks
conditional probabilities
conditional independence

structure learning
expert knowledge
probabilistic reasoning
cost benefit
probabilistic modeling

cost sensitive learning
bayesian belief networks
total cost
probabilistic model
expected cost

domain knowledge
search engine
machine learning
bayesian network structures
database