Bayesian method for learning graphical models with incompletely categorical data.
Zhi GengYang Bo HeXue-Li WangQiang ZhaoPublished in: Comput. Stat. Data Anal. (2003)
Keyphrases
- graphical models
- categorical data
- bayesian methods
- learning algorithm
- probabilistic model
- probabilistic graphical models
- belief propagation
- markov networks
- learning process
- data sets
- prior knowledge
- unsupervised learning
- cluster analysis
- markov logic networks
- approximate inference
- random variables
- active learning
- object recognition
- structure learning
- reinforcement learning
- machine learning
- data mining