Bayesian network parameter learning using fuzzy constraints.
Xinxin RuXiaoguang GaoZidong WangYangyang WangXiaohan LiuPublished in: Neurocomputing (2023)
Keyphrases
- parameter learning
- bayesian networks
- structure learning
- statistical learning
- generative model
- conditional random fields
- em algorithm
- bayesian network learning
- maximum likelihood
- parameter estimation
- hidden variables
- approximate inference
- fuzzy rules
- fuzzy sets
- graphical models
- markov random field
- fuzzy logic
- expectation maximization
- probabilistic inference
- machine learning
- bayesian network classifiers
- fuzzy numbers
- posterior probability
- membership functions
- higher order
- incomplete data
- fuzzy neural network
- markov networks
- conditional independence
- bayesian inference
- hidden markov models