Efficient In-Database Analytics with Graphical Models.
Daisy Zhe WangYang ChenChristan Earl GrantKun LiPublished in: IEEE Data Eng. Bull. (2014)
Keyphrases
- graphical models
- database
- probabilistic model
- belief propagation
- probabilistic graphical models
- random variables
- approximate inference
- probabilistic inference
- map inference
- databases
- conditional random fields
- bayesian networks
- structure learning
- conditional independence
- exact inference
- factor graphs
- database systems
- data model
- relational databases
- graph structure
- markov networks
- chain graphs
- belief networks
- statistical inference
- gaussian graphical models