Random Generation of Bayesian Networks
Ide J, Cozman F. Random Generation of Bayesian Networks. Lecture Notes In Computer Science 2002, 2507: 366-376. DOI: 10.1007/3-540-36127-8_35.Peer-Reviewed Original ResearchBayesian networkAcyclic graphConditional probability distributionNumber of arcsProbability distributionMarkov chainDirichlet distributionConditional distributionUniform generationNumber of nodesAverage propertiesRandom generationGraphNode degreeSuch networksSuch methodsAlgorithmNew methodNetworkDistributionTheoryInferenceConstraintsGuarantees