Bayesian Network Modelling Association

The BNMA BN Repository

This repository is a resource for posting and downloading Bayesian network models for sharing with others and for providing supporting material for publications. Please respect authors' rights where noted.

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3 BNs found.

SpiegelhalterDLC93

A 20 node example of a belief net for medical diagnosis. This file does not contain the numerical probabilities (except those few given in the paper). This, together with the paper, provide a good worked out example for clique tree (i.e. join tree) compiling and propagation.

Paper link: <www.norsys.com...>

Norsys Software Corp
Netica .dne format
Spiegelhalter, D.J., Dawid, A.P., Lauritzen, S.L. & Cowell, R.G. (1993) Bayesian Analysis in Expert Systems. Statist. Sci., 8(3):219-247, The Institute of Mathematical Statistics
Pathfinder

An expert system that assists surgical pathologists with the diagnosis of lymph-node diseases.

Paper link: <www.norsys.com...>

Norsys Software Corp
Netica .dne format
Medicine
Cancer

An extremely simple medical diagnosis network example.

K.B. Korb and A.E. Nicholson
Netica .dne format
Korb, K.B. & Nicholson, A.E. (2010) Bayesian Artificial Intelligence. , CRC Press, Inc.
Medicine
cancer, medical