Resources
BN Introductions
The following slides are from introductory talks on BNs given by members of the BNMA community. If you have your own introductory slides and would like to share them here, please email contact@abnms.org.
- Introduction to BNs
Presentation by David Albrecht at the ABNMS-2011 conference on 21 Nov 2011.
- Bayesian AI Introduction
Presentation by Kevin B Korb for the IEEE Computer Society and IEEE Computational Intelligence Society on 1 Oct 2009.
All slides are copyright their respective authors.
Bayesian Network Software Tools
Please also see Kevin Murphy's comprehensive list.
Texts
- Richard E. Neapolitan (2003). Learning Bayesian Networks
- Kevin B. Korb and Ann E. Nicholson (2010). Bayesian Artificial Intelligence. 2nd ed.
- Finn V. Jensen and Thomas D. Nielsen (2007). Bayesian Networks and Decision Graphs. 2nd ed.
- Uffe B. Kjærulff and Anders L Madsen (2007). Bayesian Networks and Influence Diagrams. A Guide to Construction and Analysis.
- Olivier Pourret, Patrick Naïm, and Bruce G. Marcot (2007). Bayesian networks: a practical guide to applications. Wiley.
Consulting
- Bayesian Intelligence, Pty Ltd.
- Business Intelligence Solutions
- Causal Links LLC
- Dr. Bruce Marcot
- Dynasty Technologies Inc.
- Information Extraction & Transport (IET)
- Innovative Decisions, Inc.
- Methodic Solutions Inc.
- PA Consulting
- Shelter Island Risk Services