Graphical Models for Relations - Modeling Relational Context.
Volker TrespYi HuangXueyan JiangAchim RettingerPublished in: KDIR (2011)
Keyphrases
- graphical models
- relational models
- belief propagation
- statistical relational learning
- probabilistic model
- probabilistic inference
- random variables
- approximate inference
- probabilistic graphical models
- conditional random fields
- structure learning
- markov networks
- bayesian networks
- map inference
- collective classification
- statistical relational
- belief networks
- statistical inference
- factor graphs
- relational databases
- conditional independence
- exact inference
- higher order
- graph structure
- message passing
- relational data
- structural learning
- gaussian graphical models
- relational dependency networks
- dynamic bayesian networks
- undirected graphical models
- possibilistic networks