Decomposition of Multi-operator Queries on Semiring-Based Graphical Models.
Cédric PraletThomas SchiexGérard VerfailliePublished in: CP (2006)
Keyphrases
- graphical models
- belief propagation
- structural learning
- random variables
- probabilistic model
- probabilistic graphical models
- approximate inference
- query language
- query processing
- probabilistic inference
- conditional random fields
- bayesian networks
- map inference
- markov networks
- structure learning
- database
- belief networks
- exact inference
- relational algebra
- conditional independence
- statistical relational learning
- factor graphs
- undirected graphical models
- message passing
- data sources
- gaussian graphical models
- statistical inference
- graph structure
- upper bound
- data model