Advances in Learning Bayesian Networks of Bounded Treewidth.
Siqi NieDenis Deratani MauáCassio Polpo de CamposQiang JiPublished in: CoRR (2014)
Keyphrases
- learning bayesian networks
- bounded treewidth
- np complete
- statistical data
- bayesian networks
- incomplete data
- structure learning
- conditional independence
- conjunctive queries
- boolean functions
- decision problems
- data sets
- relational learning
- databases
- integrity constraints
- database
- monadic datalog
- inductive logic programming
- query answering
- query evaluation
- missing values
- missing data
- em algorithm
- natural language
- machine learning