Structure space of Bayesian networks is dramatically reduced by subdividing it in sub-networks.
Heni BouhamedAfif MasmoudiThierry LecroqAhmed RebaiPublished in: J. Comput. Appl. Math. (2015)
Keyphrases
- bayesian networks
- network structure
- search space
- vector space
- bayesian network structure
- lattice structure
- geometric structure
- probabilistic reasoning
- bayesian network learning
- data sets
- bayesian network models
- spatial structure
- network design
- incomplete data
- probabilistic inference
- parameter space
- social network analysis
- probability distribution