Name | Description/Source | Text reference(s) | Network |
ALARM | Monitoring patients in intensive care [Beinlich et al., 1992] |
p.51, p.119, p.216 | Netica |
Animals | Norsys | N/A | Netica |
Asia | Medical diagnosis of lung disease
[Lauritzen & Spiegelhalter, 1988] |
p. 43-44 and Fig 2.8 (a) |
Netica Hugin |
Asia (BAI version) | L&S network with TBorC node removed | Fig 2.8 (b), p. 45 |
Netica Hugin |
Cancer | Medical diagnosis of lung cancer (P(Smoker})=0.3) | p. 30, Fig. 2.1, 266, 268 | Netica |
Cancer DN | Decision network version of lung cancer (Treatment action node, single utility node) |
p. 266, Fig. 10.1 | Netica |
Car Diagnosis | For diagnosing faults causing problems starting car Norsys Software Corp (structure only, no CPTs) |
Tutorial example, Netica 1.12 | Netica |
D-separation example | Example used for d-separation problem in BAI | p. 50 | Netica |
Earthquake | Pearl's example about earthquake or burglary setting off alarm [Pearl, 1988; Russell & Norvig 1995] |
p. 43, Fig 2.6, p. 60, p. 79-80 | Netica |
Earthquake (extended) | Earthquake extended with additional node "PhoneRings" | p. 60, Fig 3.2 | Netica |
Fever (DN) | Decision whether to take aspirin for fever reduction | p. 96, Figure 4.5
See Errata |
Netica |
Fever DBN | Fever network represented by two-slice DDN | Decision network variation of
DBN on p. 107, Figure 4.11 See |
Netica |
Fire | Fire alarm caused by fire or tampering [??? Hugin sample file] |
??? | Hugin |
Football Bet (Simple) (DN) | Decision whether to accept a football bet,
including only weather, result, single utility node |
p. 92, Figure 4.3 | Netica |
Football Bet (Extended) (DN) | Football Bet Simple extended with forecast node | p. 95, Figure 4.4 | Netica |
Golf | ??? [??? Hugin sample file] |
??? | Hugin |
Medical test (DN) | Decision whether to run a test before deciding on treatment | p. 269, Figure 10.2 | Netica |
Metastatic cancer | Medical diagnosis of metastatic cancer [Cooper, 1984; Spiegelhalter 1986; Pearl 1988] (refered to in text as "Cancer_Neapolitan.dne"; see comment in Netica version) |
p. 43, Fig. 2.7, p. 67, Fig 3.7
See Errata |
Pearl version (Netica) Neapolitan version (Netica) Neapolitan version (Hugin) |
Metastatic cancer | Ad-hoc clustered version of metastatic cancer | p. 68, Fig 3.8
See Errata |
Netica |
Missing Car | Has the missing car been stolen or borrowed by daughter?
(NB: Three alternative BNs) |
p. 251, Figure 9.16 |
(a) Netica (b) Netica (c) Netica |
Missing Car DN | Extension to Missing Car with decision as to notify police | p. 256, Figure 9.17
See Errata |
Netica |
Real Estate Investment (DN) | Two-decision example: (a) have inspection done
(b) whether to buy or not |
p. 99, Figure 4.8 | Netica |
Last updated: Thu Nov 20 23:33:03 EST 2003