Yang Xiang
TitleCited byYear
Probabilistic Reasoning in Multiagent Systems: A graphical models approach
Y Xiang
Cambridge University Press, 2002
2762002
Multiply sectioned Bayesian networks and junction forests for large knowledge based systems
Y Xiang, D Poole, M Beddoes
Computational Intelligence 9 (2), 171-220, 1993
1661993
A Probabilistic Framework for Cooperative Multi-agent Distributed Interpretation and Optimization of Communication
Y Xiang
Artificial Intelligence 87 (1-2), 295-342, 1996
1271996
A `Microscopic' study of minimum entropy search in learning decomposable Markov networks
Y Xiang, SKM Wong, N Cercone
Machine Learning 26 (1), 65-92, 1997
781997
Multiply sectioned Bayesian networks for neuromuscular diagnosis
Y Xiang, B Pant, A Eisen, M Beddoes, D Poole
Artificial Intelligence in Medicine 5, 293-314, 1993
761993
A method for implementing a probabilistic model as a relational database
SKM Wong, C Butz, Y Xiang
Proc. 11th Conf. on Uncertainty in Artificial Intelligence, 556-564, 1995
651995
Critical Remarks on Single Link Search in Learning Belief Networks
Y Xiang, SKM Wong, N Cercone
Proc. 12th Conf. on Uncertainty in Artificial Intelligence, 564-571, 1996
621996
Justifying multiply sectioned Bayesian networks
Y Xiang, V Lesser
Proc. 6th Inter. Conf. on Multi-agent Systems, 349-356, 2000
532000
Construction of a Markov Network from Data for Probabilistic Inference
SKM Wong, Y Xiang
Proc. 3rd Inter. Workshop on Rough Sets and Soft Computing, 562-569, 1994
441994
Belief updating in multiply sectioned Bayesian networks without repeated local propagations
Y Xiang
International Journal of Approximate Reasoning 23, 1-21, 2000
422000
On the Role of Multiply Sectioned Bayesian Networks to Cooperative Multiagent Systems
Y Xiang, V Lesser
IEEE Trans. Systems, Man, and Cybernetics-Part A 33 (4), 489-501, 2003
382003
Inference in multiply sectioned Bayesian networks with extended Shafer-Shenoy and lazy propagation
Y Xiang, F Jensen
Proc. 15th Conf. on Uncertainty in Artificial Intelligence, 680-687, 1999
37*1999
Modeling causal reinforcement and undermining for efficient CPT elicitation
Y Xiang, N Jia
IEEE Transactions on Knowledge and Data Engineering 19 (12), 1708-1718, 2007
352007
Inference in Multiply Sectioned Bayesian Networks: Methods and Performance Comparison
Y Xiang, FV Jensen, X Chen
IEEE Trans. Systems, Man, and Cybernetics, Part B 36 (3), 546-558, 2005
302005
Verification of DAG structures in cooperative belief network based multi-agent systems
Y Xiang
Networks 31, 183-191, 1998
301998
Optimal design in collaborative design network
Y Xiang, J Chen, WS Havens
Proc. 4th Inter. Joint Conf. on Autonomous Agents and Multiagent Systems …, 2005
262005
Distributed monitoring and diagnosis with multiply sectioned Bayesian Networks
Y Xiang, H Geng
Proc. AAAI Spring symposium on AI in Equipment Service, Maintenance and …, 1999
261999
Parallel learning of belief networks in large and difficult domains
Y Xiang, T Chu
Data Mining and Knowledge Discovery 3, 315-339, 1999
251999
Comparison of multiagent inference methods in multiply sectioned Bayesian networks
Y Xiang
International Journal of Approximate Reasoning 33 (3), 235-254, 2003
242003
Cooperative Triangulation in MSBNs without Revealing Subnet Structures
Y Xiang
Networks 37 (1), 53-65, 2001
242001
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Articles 1–20