The current article describes the belief propagation in Bayesian Network. Existing books or online tutorials do not contain explanations with enough detail for a novice to understand the mathematics behind the method. Using a real example of Water Quality model, this report will help anyone to understand the belief propagation in Bayesian Network without much knowledge in probability calculus. © 2014 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Chung, J. R., & Yi, G. (2014). Belief propagation in Bayesian network. In Lecture Notes in Electrical Engineering (Vol. 279 LNEE, pp. 353–361). Springer Verlag. https://doi.org/10.1007/978-3-642-41674-3_51
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