An Introduction to Bayesian Networks and Their Contemporary Applications

Author:

Niedermayer Daryle

Publisher

Springer Berlin Heidelberg

Reference12 articles.

1. Stutz, J., Cheeseman, P.: A Short Exposition on Bayesian Inference and Probability. National Aeronautic and Space Administration Ames Research Centre: Computational Sciences Division, Data Learning Group (June 1994)

2. Morgan, B.W.: An Introduction to Bayesian Statistical Decision Processes, p. 15. Prentice-Hall Inc., Englewood Cliffs (1968)

3. Friedman, N., Goldszmidt, M.: Learning Bayesian Networks from Data, http://robotics.stanford.edu/~nir/tutorial/Tutorial.ps.gz (accessed November 2007)

4. Heckerman, D., Geiger, D., Chickering, D.: Learning Bayesian Networks: The Combination of Knowledge and Statistical Data. Machine Learning 20, 197–243 (1995), http://research.microsoft.com/research/pubs/view.aspx?tr_id=81 (accessed November 2007). This online version will be used for citation references throughout this paper

5. Heckerman, D., Geiger, D., Chickering, D., p. 6

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