Inference and modeling of multiply sectioned Bayesian networks

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn 1, Issue , 2002, Pages 683-686

  Tian, Fengzhan ^a   Zhang, Hongwei ^a   Lu, Yuchang ^a   Shi, Chunyi ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Bayesian networks; Complex Giant Systems; Inference; Multiply sectioned Bayesian networks

Indexed keywords

ALGORITHMS; LARGE SCALE SYSTEMS; SET THEORY;

BAYESIAN NETWORKS;

COMPUTER NETWORKS;

EID: 0038675451     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

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2. Madsen, A.L. and Jensen, F.V. LAZY propagation: A junction tree inference algorithm based on lazy evaluation. Artificial Intelligence,113:203-245, 1999.
3. Y.Xiang, F.V. Jensen. Inference in multiply sectioned Bayesian networks with extended Shafer-Shenoy and lazy propagation. Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence, Stockholm. 1999.
4. Y. Xiang, Belief updating in multiply sectioned Bayesian networks without repeated local propagations, International Journal of Approximate Reasoning, 23: 1-21, 2000.
5. G.R Shafer, P. P. Shenoy, Probability propagation, Artificial Intelligence 2, 1990