D. Obradovic and R. Lupas Scheiterer, “Troubleshooting in GSM Mobile Telecommunication Networks based on Domain Model and Sensory Information,” ICANN, 2005.
J. Horn, T. Birkhölzer, O. Hogl, M. Pellegrino, R. Lupas Scheiterer, K.-U. Schmidt, and V. Tresp, “Knowledge Acquisition and Automated Generation of Bayesian Networks,” Proc. AIME ’01, Cascais, Portugal, 2001, pp. 35–39, July.
J. Horn, T. Birkhölzer, O. Hogl, M. Pellegrino, R. Lupas Scheiterer, K.-U. Schmidt, and V. Tresp, “Knowledge Acquisition and Automated Generation of Bayesian Networks for a Medical Dialogue and Advisory System,” in Artificial Intelligence in Medicine, S. Quaglini, P. Barahona, and S. Andreassen (Eds.), Springer, 2001, pp. 199–202.
F. V. Jensen, “An Introduction to Bayesian Networks,” UCL Press, 1996.
K. Murphy, “Software Packages for Graphical Models/Bayesian Networks,” last updated 31 October 2005 (status at paper submission), http://www.cs.ubc.ca/~murphyk/Bayes/bnsoft.html
firstname.lastname@example.org, “Bayesian Network Repository,” http://www.cs.huji.ac.il/labs/compbio/Repository/
, March 01, 2001 (status at paper submission).
J. Pearl, “Probabilistic Reasoning in Intelligent Systems, Morgan–Kaufmann,” 1988.
D. Heckerman, “A Tutorial on Learning With Bayesian Networks, Technical Report,” http://research.microsoft.com/~heckerman
, March 1995.
J. Kim and J. Pearl, “A Computational Model for Causal and Diagnostic Reasoning in Inference Engines,” Proceedings Eighth International Joint Conference on Artificial Intelligence, Karlsruhe, West Germany, pp. 190–193.
M. Henrion, “Some Practical Issues in Constructing Belief Networks,” Proceedings of the Third Workshop on Uncertainty in Artificial Intelligence, Seattle, WA, Association for Uncertainty in Artificial Intelligence, Mountain View, CA, pp. 132–139 (also in “Uncertainty in Artificial Intelligence,” L. Kanal, T. Levitt, and J. Lemmer (Eds.), North-Holland, New York, 1989, pp. 161–174.
D. Heckerman, “Causal Independence for Knowledge Acquisition and Inference,” Proceedings of the 9th Conference on Uncertainty in Artificial Intelligence, Washington, DC, Morgan Kaufmann, San Mateo, CA, 1993, pp. 122–127.
R. Lupas Scheiterer, “HealthMan Bayesian Network Description: Disease to Symptom Layers, Multi-Valued Syptoms, Multi-valued Diseases,” Siemens AG Internal Report, October 1999.
R. Lupas Scheiterer, “Bayesian Network Modeling Aspects Resulting from the HealthMan and GSM Troubleshooting Applications,” Siemens AG Internal Report, April 2003.