Bayesian analysis in expert systems

We review recent developments in applying Bayesian probabilistic and statistical ideas to expert systems. Using a real, moderately complex, medical example we illustrate how qualitative and quantitative knowledge can be represented within a directed graphical model, generally known as a belief netwo...

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Autori principali: Spiegelhalter, D, Dawid, A, Lauritzen, S, Cowell, R
Natura: Journal article
Lingua:English
Pubblicazione: Institute of Mathematical Statistics 1993
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