Optimized realization of Bayesian networks in reduced normal form using latent variable model.
Giovanni Di GennaroAmedeo BuonannoFrancesco A. N. PalmieriPublished in: Soft Comput. (2021)
Keyphrases
- normal form
- latent variable models
- bayesian networks
- hidden variables
- latent variables
- functional dependencies
- database design
- relational databases
- nested relations
- graphical models
- random variables
- probabilistic model
- hidden markov models
- conditional probabilities
- probability distribution
- real valued
- learning problems
- machine learning
- missing data
- latent dirichlet allocation
- bayesian inference
- incomplete data
- gaussian process
- database systems
- databases