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Discover Knowledge from Distribution Maps Using Bayesian Networks

Buang, Norazwin; Liu, Nianjun; Caelli, Terry; Lesslie, Rob; Hill, Michael John


This paper applies a Bayesian network to model multi criteria distribution maps and to discover knowledge contained in spatial data. The procedure consists of three steps: pre processing map data, training the Bayesian Network model using distribution maps of Australia and testing the generalization and diagnosis of the model using individual states' maps. The Bayesian network that we used in this study is known as naïve Bayesian network. Results show that this environmental Bayesian network...[Show more]

CollectionsANU Research Publications
Date published: 2006
Type: Conference paper
Source: Proceedings of the fifth Australasian Data Mining Conference (AusDM2006)


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