A new belief rule base knowledge representation scheme and inference methodology using the evidential reasoning rule for evidence combination
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- 作者：Khalil AbuDahab ; khalil.abu-dahab@mbs.ac.uk" class="auth_mail" title="E-mail the corresponding author ; kabudahab@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Dong-ling Xu ling.xu@manchester.ac.uk" class="auth_mail" title="E-mail the corresponding author ; Yu-wang Chen yu-wang.chen@manchester.ac.uk" class="auth_mail" title="E-mail the corresponding author
- 关键词：Belief rule base ; Uncertain rules ; Uncertainty modelling ; Local ignorance ; Global ignorance ; Rule-based systems ; Inference mechanisms ; Evidential reasoning rule for evidence combination
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：1 June 2016
- 年：2016
- 卷：51
- 期：Complete
- 页码：218-230
- 全文大小：673 K
文摘
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Generalised belief rules are introduced as an extension of traditional rules.
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A knowledge representation scheme based on generalised belief rules is presented.
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An inference methodology using the evidential reasoning approach is proposed.