The effect of combination functions on the complexity of relational Bayesian networks.
Denis Deratani MauáFábio Gagliardi CozmanPublished in: Int. J. Approx. Reason. (2017)
Keyphrases
- feature selection
- bayesian networks
- machine learning
- naive bayes
- structure learning
- markov blanket
- learning bayesian networks
- relational databases
- worst case
- space complexity
- computational complexity
- data model
- probabilistic classifiers
- inference in bayesian networks
- probabilistic modeling
- relational learning
- special case
- genetic algorithm