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14

FLAIRS
2007

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Lossless Decomposition of Bayesian Networks

13 years 7 months ago

Lossless Decomposition of Bayesian Networks

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In this paper, we study the problem of information preservation when decomposing a single Bayesian network into a set of smaller Bayesian networks. We present a method that losslessly decomposes a Bayesian network so that no conditional independency information is lost and no extraneous conditional independency information is introduced during the decomposition.

Dan Wu

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Artificial Intelligence | Bayesian Network | Conditional Independency Information | FLAIRS 2007 | Single Bayesian Network |

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Added	02 Oct 2010
Updated	02 Oct 2010
Type	Conference
Year	2007
Where	FLAIRS
Authors	Dan Wu

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