Constructing Hidden Variables in Bayesian Networks via Conceptual Clustering.
Dennis ConnollyPublished in: ICML (1993)
Keyphrases
- hidden variables
- conceptual clustering
- bayesian networks
- probabilistic model
- formal concept analysis
- em algorithm
- generative model
- concept lattice
- latent variables
- observable variables
- chain graphs
- bayesian inference
- graphical models
- posterior probability
- knowledge discovery
- observed variables
- rule induction
- incomplete data
- probability distribution
- databases
- machine learning
- conditional independence
- random variables
- pairwise
- decision trees
- modal logic
- conditional probabilities
- data mining
- model selection