Local Soft Belief Updating for Relational Classification.
Guoli DingRobert F. LaxJianhua ChenPeter P. ChenBrian D. MarxPublished in: ISMIS (2008)
Keyphrases
- belief updating
- relational classification
- relational data
- bayes networks
- bayesian networks
- graphical models
- bayesian belief networks
- statistical relational learning
- relational databases
- belief revision
- collective classification
- markov networks
- junction tree
- collective inference
- xml data
- probabilistic model
- structure learning
- belief networks
- probabilistic inference
- machine learning
- background knowledge
- state space
- feature selection