Computational Properties of Two Exact Algorithms for Bayesian Networks
Applied Intelligence
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ECSQARU '01 Proceedings of the 6th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Reasoning and learning in extended structured Bayesian networks
Fundamenta Informaticae
Very large Bayesian multinets for text classification
Future Generation Computer Systems
Exploiting causal independence in Bayesian network inference
Journal of Artificial Intelligence Research
Probabilistic reasoning with hierarchically structured variables
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
D-Separation and computation of probability distributions in Bayesian networks
Artificial Intelligence Review
Very large Bayesian multinets for text classification
Future Generation Computer Systems
A graphical modeling approach to simplifying sequential teams
WiOPT'09 Proceedings of the 7th international conference on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Sequential team form and its simplification using graphical models
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Symbolic probabilistic inference in belief networks
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Efficient reasoning in qualitative probabilistic networks
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Efficient Algorithms for Conditional Independence Inference
The Journal of Machine Learning Research
Lazy evaluation of symmetric Bayesian decision problems
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Welldefined decision scenarios
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Irrelevance and independence relations in Quasi-Bayesian networks
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Constructing situation specific belief networks
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Inference with causal independence in the CPSC network
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Computational advantages of relevance reasoning in Bayesian belief networks
UAI'97 Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence
An efficient approach for finding the MPE in belief networks
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Using potential influence diagrams for probabilistic inference and decision making
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
A graph-based inference method for conditional independence
UAI'91 Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence
A proposed validation framework for expert elicited Bayesian Networks
Expert Systems with Applications: An International Journal
Reasoning and Learning in Extended Structured Bayesian Networks
Fundamenta Informaticae
Qualitative chain graphs and their application
International Journal of Approximate Reasoning
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