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A Method of Constructing Bayesian Networks for Situation Assessment
用于态势估计的一种构造贝叶斯网络参数的方法

Keywords: Situation assessment,Bayesian networks,Noisy-or gate model,Leaky noisy-or gate model
态势估计
,贝叶斯网络,Noisy-or,gate模型,Leaky,noisy-or,gate模型

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Abstract:

The paper proposes the method of Leaky noisy-or gate to construct the parameters of partial nodes in Bayes- ian networks for situation assessment.The Leaky noisy-or gate model considers discrete variable set as the object of study.Having satisfied the conditions of Leaky noisy-or gate model,the method can utilize partial statistics to gain the nodes' parameters.A kind of Bayesian inferencing software is used in the experiment Experimental results show that the method is available.

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