The Characteristic Imset Polytope of Bayesian Networks with Ordered Nodes.
Jing XiRuriko YoshidaPublished in: SIAM J. Discret. Math. (2015)
Keyphrases
- bayesian networks
- directed graph
- conditional probability tables
- lattice points
- shortest path
- stable set
- conditional probabilities
- graph structure
- structure learning
- probability distribution
- semidefinite
- conditional independence
- probabilistic reasoning
- learning bayesian networks
- minimum cost
- hidden variables
- weighted graph
- bayesian network classifiers
- expert knowledge
- inference in bayesian networks
- network structure
- labeled trees
- wireless networks
- sensor networks