Networks
Probabilistic networks encoded in the format ProbModelXML.
They have been created with OpenMarkov's graphical user interface; this program can be used to open and edit them. The technical report that specifies the ProbModelXML format contains references for each type of network.
Bayesian networks
- Two diseases
- Asia [Lauritzen and Spiegelhalter, 1988]
- Alarm [Beinlich et al., 1989]
Decision analysis networks (DANs)
[Version 0.2 of OpenMarkov cannot open DANs. You need version 0.1.6.]
- Decision about test (unicriterion)
- The used car buyer problem [Howard, 1984]
- The reactor problem [Covaliu et al., 1995]
- The dating problem [Nielsen et al., 2000]
- The king's problem [Jensen et al., 2002]
- The diabetes problem [Demirer et al., 2006]
- n-test problem: 3 tests, 4 tests, 5 tests, 6 tests, 7 tests
- n-test (cost-effectiveness) problem: 2 tests, 3 tests, 4 tests, 5 tests, 6 tests, 7 tests, 8 tests
- Mediastinet [Luque, 2009]
Influence diagrams
- Decision about test (unicriterion)
- Cost-effectiveness of a test and two therapies
- Mediastinet (lung cancer; unicriterion) [Luque, 2009]
- Mediastinet (lung cancer; cost-effectiveness) [Luque, 2009]
- Arthronet (knee arthroplasty; unicriterion) [León, 2011]
- Arthronet (knee arthroplasty; cost-effectiveness) [León, 2011]
Markov influence diagrams (MIDs)
- Cost-effectiveness of two therapies for HIV [Chancellor et al., 1997], new version
- Cost-effectiveness of a new type of hip prosthesis [Briggs et al., 2004]
- Cost-effectiveness of HIV prophylaxis in children [Ryan et al., 2008]
- Cost-effectiveness of the HPV vaccine [Callejo et al., 2010], version without super-value nodes
- Cost-effectiveness of bilateral cochlear implantation [Pérez-Martín et al., 2016]
- Cost-effectiveness of colorectal cancer screening [Lalana et al., 2016]
POMDPs
- Coffee robot [Hoey et al., 1999]
Dec-POMDPs
- Wireless devices [Pajarinen and Peltonen, 2011]