A probabilistic reasoning algorithm for Bayesian networks by simplifying their structures.
Daisuke KitakoshiShuhei WakasakiMasato SuzukiPublished in: GrC (2011)
Keyphrases
- probabilistic reasoning
- bayesian networks
- learning algorithm
- dynamic programming
- probabilistic model
- objective function
- trade off
- np hard
- constraint satisfaction
- artificial neural networks
- search space
- computational complexity
- optimal solution
- probability distribution
- graphical models
- image matching
- belief networks
- probabilistic logic