| 基于贝叶斯网络工具箱的贝叶斯学习和推理 |
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| 引用本文： | 蒋望东,林士敏. 基于贝叶斯网络工具箱的贝叶斯学习和推理[J]. 信息技术, 2007, 31(2): 5-8,31 |
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| 作者姓名： | 蒋望东 林士敏 |
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| 作者单位： | 1. 湖南财经高等专科学校信息管理系,长沙,410205
2. 广西师范大学计算机科学系,桂林,541004 |
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| 摘 要： | 采用MATLAB语言编制的贝叶斯网络工具箱(Bayesian Networks Toolbox,BNT)可实现贝叶斯网络结构学习、参数学习、推理和构建贝叶斯分类器,此工具箱在贝叶斯学习编程方面非常灵活.介绍了用贝叶斯网络工具箱解决贝叶斯学习和推理问题,并给出了两个实例.
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| 关 键 词： | 贝叶斯学习 贝叶斯网络工具箱 贝叶斯推理 |
| 文章编号： | 1009-2552（2007）02-0005-04 |
| 修稿时间： | 2006-09-14 |
Bayesian learning and inference algorithm based on Bayesian Networks Toolbox |
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| JIANG Wang-dong,LIN Shi-min. Bayesian learning and inference algorithm based on Bayesian Networks Toolbox[J]. Information Technology, 2007, 31(2): 5-8,31 |
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| Authors: | JIANG Wang-dong LIN Shi-min |
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| Abstract: | Bayesian Networks Toolbox(BNT) based on MATLAB can implement Bayesian structure learning,parameter learning,inference algorithm in brief and construct Bayesian classifier.This toolbox is very agility in Bayesian programming.This paper introduces using BNT solving Bayesian learning and inference algorithm,and presents two instances. |
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| Keywords: | Bayesian learning Bayesian Networks Toolbox Bayesian inference algorithm |
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