Optimized Realization of Bayesian Networks in Reduced Normal Form using Latent Variable Model.
Giovanni Di GennaroAmedeo BuonannoFrancesco A. N. PalmieriPublished in: CoRR (2019)
Keyphrases
- normal form
- latent variable models
- bayesian networks
- hidden variables
- database design
- latent variables
- relational databases
- functional dependencies
- nested relations
- probabilistic model
- real valued
- hidden markov models
- incomplete data
- random variables
- dynamical systems
- learning problems
- decision trees
- conditional probabilities
- learning algorithm
- probability distribution
- query language
- latent space
- data model