Bayesian网中的独立关系

摘要：

Bayesian networks are compact representation of joint probabilistic distribution. Independence is soul of Bayesian networks because it enables to save storage space,to reduce computational complexity and to simplify knowledge acquisition and modeling. In this paper,we discuss three kinds of independences in Bayesian networks :conditional independence,context-specific independence and causal influence independence.

关键词：Bayesian networks、Conditional independence、Context-specific independence、Casual influence independence

所属期刊栏目：28

分类号：TP18(自动化基础理论)

资助基金：国家高技术研究发展计划863计划;高等学校博士学科点专项科研项目;教育部重点实验室基金

在线出版日期：2004-01-08（万方平台首次上网日期，不代表论文的发表时间）

页数：共4页

页码：33-36