贝叶斯网络推理算法综述

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　万方数据

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　万方数据

贝叶斯网络推理算法综述

作者：厉海涛， 金光， 周经伦， 周忠宝， 李大庆， LI Hai-tao， JIN Guang， ZHOU Jing-lun， ZHOU Zhong-bao， LI Da-qing

作者单位：国防科技大学信息系统与管理学院,湖南,长沙,410073

刊名：

系统工程与电子技术

英文刊名：SYSTEMS ENGINEERING AND ELECTRONICS

年，卷(期)：2008,30(5)

被引用次数：12次

参考文献(42条)

1.Pearl J F propagation and structuring in belief networks 1986(03)

2.Cooper G F The computational complexity of probabilistic inference using Bayesian belief networks [外文期刊] 1990

3.Diez F J Local conditioning in Bayesian networks 1992

4.Shachter R D;Anderson S K;Szolovits P Global conditioning for probabilistic inference in belief networks 1994

5.Darwiche A Conditioning methods for exact and approximate inference in causal networks 1995

6.Darwiche A Recur.sire conditioning 2001(1-2)

7.Mateescu R;Dechter R AND/OR Cutset Conditioning 2005

8.Kevin G;Michael C H Conditioning graphs:practical structures for inference in Bayesian networks 2005

9.Suermondt H J;Cooper G F Probabilistic inference in multiply connect belief networks using loop cutsets 1990

https://www.sodocs.net/doc/4d5906582.html,uritzen S L;Spiegelhaher D J Local computations with probabilities on graphical structures and their applications to expert systems 1988(50)

11.Shenoy P;Shafer G Axioms for probability and belief-function propagation 1990

12.Jensen F V;Lauritzen S;Olesen K Bayesian updating in causal probabilistic networks by local computation 1990(04)

13.Park J D;Darwiche A Morphing the Hugin and Shenoy-Shafer Architectures 2003

14.Madsen A L;Jensen F V Lazy propagation in junction trees 1998

15.Shaehter R D;D'Ambrosio B;DelFavero B D Symbolic probabilistic inference in belief networks 1990

16.Zhang N L;Poole D A simple approach to Bayesian network computations 1994

17.Deehter R Bucket elimination:a unifying framework for probabilistie inference 1996

18.Kask K;Deehter R;Larrosa J Bucket-tree elimination for automated reasoning 2001(125)

19.Zhang N L;Poole D Exploiting causal independence in Bayesian network inference 1996(05)

20.Amestoy P R;Davis T A;Du I S An approximate minimum degree ordering algorithm 1996(04)

21.Shachter R Evidence absorption and propagation through evidence reversals 1990(05)

22.Adrian Y W C;Boutilier C Structured Arc Reversal and Simulation of Dynamic Probabilistic Networks 1997

23.Darwiche A A differential approach to inference in Bayesian networks [Tech.Rep.Nos.D-108] 1999

24.Darwiche A A differential approach to inference in Bayesian networks 2000

25.Boris B An extension of the differential approach for Bayesian network inference to dynamic Bayesian networks[外文期刊] 2004(08)

26.Dagum P;Karp R;Luby M An optimal algorithm for Monte Carlo estimation 1995

27.Henrion M Propagating uncertainty in Bayesian networks by probabilistie logic sampling 1988(02)

28.Fung R;Chang K C Weighting and integrating evidence for stochastic simulation in Bayesian networks 1989(05)

29.Shachter R D;Peot M A Simulation approaches to general probabilistie inference on belief networks 1990

30.Geman S;Geman D Stochastic relaxation,Gibbs distribution and the Bayesian restoration of images 1984(06)

31.Chavez R M;Cooper G F A randomized approximation algorithm for probabilistie inference on Bayesian belief networks 1990

32.Henrion M Search-based methods to bound diagnostic probabilities in very large belief nets 1991

33.Poole D The use of conflicts in searching Bayesian networks 1993

34.Santos E J;Shimony S E Exploiting easebased independence for approximating marginal probabilities 1996(14)

35.Horvitz E;Suermondt H J;Cooper G F Bounded conditional:flexible inference for decisions under scarce resources 1989

36.Draper D Localized partial evaluation of Bayesian belief networks 1995

37.Wellman M P;Liu C L State-space abstraction for anytime evaluation of probabilistie networks 1994

38.Jaakkola T S;Jordan M Variational probabilistie inference and the QMR--DT network 1999

39.Poole D Context-specific approximation in probabilistic inference 1998

40.Sarkar S Using tree-decomposable structures to approximate belief networks 1993

41.Murphy K P;Weiss Y;Jordan M Loopy belief propagation for approximate inference:an empirical study 1999

42.Tatikonda S;Jordan M Loopy belief propagation and gibbs measures 2002

本文读者也读过(4条)

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2.陈英武.高妍方.CHEN Ying-wu.GAO Yan-fang贝叶斯网络扩展研究综述[期刊论文]-控制与决策2008,23(10)

3.刘俊娜贝叶斯网络推理算法研究[学位论文]2007

4.樊宁.FAN Ning贝叶斯网络推理算法研究[期刊论文]-信息技术2011(2)

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4.赵越.茹婷婷分层贝叶斯网络模型研究[期刊论文]-广西轻工业 2011(8)

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6.金家保.张颂.杨景曙一种基于二阶锥规划的新时差定位算法[期刊论文]-电讯技术 2012(6)

7.马睿.朱建冲一种有向概率图连通性仿真算法[期刊论文]-舰船电子工程 2011(11)

8.刘飞.杨江平.常春贺雷达装备战场损伤修复顺序优化研究[期刊论文]-空军雷达学院学报 2011(1)

9.郭玉鹏.时和平.巢蕾通信装备故障诊断贝叶斯网络[期刊论文]-兵工自动化 2011(7)

10.锁斌.曾超.程永生.李军证据理论与贝叶斯网络相结合的可靠性分析方法[期刊论文]-系统工程与电子技术2011(10)

11.白翠粉.高文胜.金雷.于文轩.朱文俊基于3层贝叶斯网络的变压器综合故障诊断[期刊论文]-高电压技术2013(2)

12.李振.孙新利.姬国勋.刘志勇基于Bayes network含失效节点的网络可靠性评估[期刊论文]-系统工程理论与实践 2011(10)

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