Publications

Books

Programming Bayesian Network Solutions with Netica

Owen Woodberry and Steven Mascaro

Provides an introduction to programming Bayesian Networks in Java with Netica. Assumes minimal programming experience and a basic understanding of BNs.

Media Releases

October 15th, 2009: Inaugural Meeting of the Australasian Bayesian Network Modelling Society

Presentations

K.B. Korb Bayesian AI: Introduction. Presented on behalf of the IEEE Computational Intelligence Society and the IEEE Computer Society at Monash Caulfield, 1 Oct, 2009.

Technical Reports

2010

S. Mascaro, K.B. Korb and A. Nicholson (2010). Learning Abnormal Vessel Behaviour from AIS Data with Bayesian Networks at Two Time Scales. Technical Report 2010/4, Bayesian Intelligence.

A. Nicholson, O. Woodberry and C. Twardy (2010). The "Native Fish" Bayesian networks. Technical Report 2010/3, Bayesian Intelligence. (BNs for this report.)

K.B. Korb & A. Dorin. (2010) Evolution and the Arrow of Complexity. TR 2010/2.

S.A. Zonneveldt, K.B. Korb and A.E. Nicholson (2010). Bayesian network classifiers for the German credit data. Technical Report 2010/1, Bayesian Intelligence.

2009

K.B. Korb and A. Dorin (2009). A simulation of niche construction. Technical Report 2009/2, Bayesian Intelligence.

Y. Wen, K.B. Korb and A.E. Nicholson (2009). DataZapper: A Tool for Generating Incomplete Datasets. Technical Report 2009/1, Bayesian Intelligence.