In my paper "Use of the Gibbs sampler in expert systems", I attempted to survey statistics and genetics literature of interest to researchers in AII faded to stress, however, that the best reference for understanding Markov chain Monte Carlo (MCMC) methods is the paper by Hastings [3 ], which genera
Reappraisal of the use of conditional probability in early expert systems
โ Scribed by P.C. Rhodes; G.R. Garside
- Publisher
- Elsevier Science
- Year
- 1991
- Tongue
- English
- Weight
- 744 KB
- Volume
- 4
- Category
- Article
- ISSN
- 0950-7051
No coin nor oath required. For personal study only.
๐ SIMILAR VOLUMES
York, J., Use of the Gibbs sampler in expert systems, Artificial Intelligence 56 (1992) 115-130. The use of the Gibbs sampler as an alternative to other methods of performing calculations on a (Bayesian) belief network is surveyed, with reference to similar work in statistical analysis of genetic p
Fuzzy expert systems attempt to model the cognitive processes of human experts. They currently accomplish this by capturing knowledge in the form of linguistic propositions. Real-world problems dictate the need to include mathematical knowledge as well. Pattern matching is a critical part of the inf