Effective pruning strategies for branch and bound Bayesian networks structure learning from data.
Kobra EtminaniMahmoud NaghibzadehAmir Reza RazaviPublished in: Sci. Iran. (2013)
Keyphrases
- bayesian networks
- branch and bound
- structure learning
- data sets
- data analysis
- data points
- network structure
- training data
- optimal solution
- graphical models
- upper bound
- probability distribution
- data distribution
- search space
- lower bound
- search algorithm
- knowledge discovery
- conditional probabilities
- pruning strategy
- association rule mining
- parameter estimation
- data mining techniques
- data mining