Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs
Silvia AcidLuis M. de CamposPublished in: CoRR (2011)
Keyphrases
- directed graph
- bayesian network structures
- directed acyclic graph
- equivalence classes
- strongly connected
- random walk
- learning bayesian networks
- undirected graph
- search space
- np hard
- bayesian network structure
- random variables
- bayesian network structures from data
- bayesian networks
- structure learning
- graph structure
- markov chain
- low dimensional
- graphical models