Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms.
Sonu JoseSiming LiuSushil J. LouisSergiu DascaluPublished in: ICTAI (2019)
Keyphrases
- bayesian networks
- conditional independence
- probabilistic reasoning
- learning bayesian networks
- graphical models
- conditional probabilities
- structure learning
- genetic algorithm
- expert knowledge
- inference in bayesian networks
- special case
- bayesian network classifiers
- random variables
- naive bayes
- probabilistic inference
- bayesian network structure
- probabilistic model
- diagnostic reasoning
- machine learning
- multiply sectioned bayesian networks
- markov blanket
- probabilistic modeling
- dynamic bayesian networks
- approximate inference
- probability distribution
- search algorithm