A novel structure learning method of Bayesian networks based on the neighboring complete node ordering search.
Chuchao HePeng WangLinyu TianRuohai DiZidong WangYu YangPublished in: Neurocomputing (2024)
Keyphrases
- bayesian networks
- structure learning
- pairwise
- probabilistic model
- parameter learning
- graphical models
- markov blanket
- maximum likelihood estimation
- conditional independence tests
- machine learning
- structure learning algorithm
- learning bayesian networks
- continuous variables
- conditional independence
- hidden variables
- incomplete data
- text categorization
- em algorithm
- higher order
- prior knowledge