Use of the Gibbs sampler in expert systems

DOI10.1016/0004-3702(92)90066-7zbMath0761.68092OpenAlexW2033699249MaRDI QIDQ1193494

Jeremy York

Publication date: 27 September 1992

Published in: Artificial Intelligence (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0004-3702(92)90066-7

zbMATH Keywords

belief networkprobabilistic approach to expert systems

Mathematics Subject Classification ID

Knowledge representation (68T30)

Related Items (3)

Bayesian networks: regenerative Gibbs samplings ⋮ Bayesian networks: generating independent samples ⋮ A comparison of hybrid strategies for Gibbs sampling in mixed graphical models

Uses Software

• Gibbsit

Cites Work

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• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• On the Application of Markov Chain Monte Carlo Methods to Genetic Analyses on Complex Pedigrees
• Equation of State Calculations by Fast Computing Machines
• On the Irreducibility of a Markov Chain Defined on a Space of Genotype Configurations by a Sampling Scheme
• Monte Carlo sampling methods using Markov chains and their applications

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