An iterated local search algorithm for learning Bayesian networks with restarts based on conditional independence tests.
Luis M. de CamposJuan M. Fernández-LunaJosé Miguel PuertaPublished in: Int. J. Intell. Syst. (2003)
Keyphrases
- learning bayesian networks
- conditional independence tests
- search algorithm
- structure learning
- conditional independence
- bayesian networks
- graphical models
- random walk
- transfer learning
- probability distribution
- search space
- parameter estimation
- random variables
- markov networks
- posterior probability
- directed acyclic graph
- statistical data
- sample size
- belief propagation
- network structure
- incomplete data
- database
- supervised learning
- least squares
- metadata