Refining a Heuristic for Constructing Bayesian Networks from Structured Arguments.
Remi WietenFloris BexLinda C. van der GaagHenry PrakkenSilja RenooijPublished in: BNCAI (2017)
Keyphrases
- bayesian networks
- bayesian network structure
- structure learning
- probabilistic reasoning
- structured data
- optimal solution
- probability distribution
- inference in bayesian networks
- probabilistic inference
- expert systems
- special case
- graphical models
- combinatorial optimization
- search algorithm
- learning bayesian networks
- real world
- neural network
- structured representations
- conditional probability tables
- structural models
- parameter learning
- hidden variables
- incomplete data
- expert knowledge
- solution quality
- constraint satisfaction
- random variables
- simulated annealing