Advances in the understanding and use of conditional independence
Annals of Mathematics and Artificial Intelligence
Local computation with valuations from a commutative semigroup
Annals of Mathematics and Artificial Intelligence
Computational Properties of Two Exact Algorithms for Bayesian Networks
Applied Intelligence
Stable local computation with conditional Gaussian distributions
Statistics and Computing
Learning Pseudo-independent Models: Analytical and Experimental Results
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Local Score Computation in Learning Belief Networks
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
A General Algorithm for Approximate Inference in Multiply Sectioned Bayesian Networks
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
A cognitive systems engineering approach to the design of decision support systems
The human-computer interaction handbook
Reasoning and learning in extended structured Bayesian networks
Fundamenta Informaticae
Iterative Multiagent Probabilistic Inference
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
A web-based bayesian intelligent tutoring system for computer programming
Web Intelligence and Agent Systems
Probabilistic partial knowledge handling
International Journal of Approximate Reasoning
Semiring induced valuation algebras: Exact and approximate local computation algorithms
Artificial Intelligence
On Directed and Undirected Propagation Algorithms for Bayesian Networks
ECSQARU '07 Proceedings of the 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A simple graphical approach for understanding probabilistic inference in Bayesian networks
Information Sciences: an International Journal
A join tree probability propagation architecture for semantic modeling
Journal of Intelligent Information Systems
A study of causal discovery with weak links and small samples
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
D-Separation and computation of probability distributions in Bayesian networks
Artificial Intelligence Review
A formal comparison of variable elimination and arc reversal in Bayesian network inference
Intelligent Decision Technologies
Decision making with multiple objectives using GAI networks
Artificial Intelligence
Join tree propagation utilizing both arc reversal and variable elimination
International Journal of Approximate Reasoning
Using four cost measures to determine arc reversal orderings
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Evaluating probabilistic inference techniques: a question of "When," not "Which"
SUM'11 Proceedings of the 5th international conference on Scalable uncertainty management
Inference in multiply sectioned Bayesian networks with extended Shafer-Shenoy and lazy propagation
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Marginalization in composed probabilistic models
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Valuation networks and conditional independence
UAI'93 Proceedings of the Ninth international conference on Uncertainty in artificial intelligence
Journal of Computer and System Sciences
A linear belief function approach to portfolio evaluation
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
The computational complexity of inference using rough set flow graphs
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
On the complexity of probabilistic inference in singly connected bayesian networks
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
An efficient algorithm for inference in rough set flow graphs
Transactions on Rough Sets V
A search problem in complex diagnostic Bayesian networks
Knowledge-Based Systems
An improved LAZY-AR approach to bayesian network inference
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Mining Bayesian networks out of ontologies
Journal of Intelligent Information Systems
Reasoning and Learning in Extended Structured Bayesian Networks
Fundamenta Informaticae
Ordering arc-reversal operations when eliminating variables in lazy AR propagation
International Journal of Approximate Reasoning
On semantics of inference in bayesian networks
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
On the tree structure used by lazy propagation for inference in bayesian networks
ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
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