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04/13/2013
Proceedings of the Fifth Conference on Uncertainty in Artificial Intelligence (1989)
This is the Proceedings of the Fifth Conference on Uncertainty in Artifi...
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04/13/2013
Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence (1990)
This is the Proceedings of the Sixth Conference on Uncertainty in Artifi...
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03/27/2013
A Framework for Comparing Uncertain Inference Systems to Probability
Several different uncertain inference systems (UISs) have been developed...
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03/27/2013
Practical Issues in Constructing a Bayes' Belief Network
Bayes belief networks and influence diagrams are tools for constructing ...
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03/27/2013
A Comparison of Decision Analysis and Expert Rules for Sequential Diagnosis
There has long been debate about the relative merits of decision theoret...
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03/27/2013
How Much More Probable is "Much More Probable"? Verbal Expressions for Probability Updates
Bayesian inference systems should be able to explain their reasoning to ...
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03/27/2013
Qualitative Propagation and Scenario-based Explanation of Probabilistic Reasoning
Comprehensible explanations of probabilistic reasoning are a prerequisit...
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03/20/2013
Search-based Methods to Bound Diagnostic Probabilities in Very Large Belief Nets
Since exact probabilistic inference is intractable in general for large ...
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03/06/2013
Intercausal Reasoning with Uninstantiated Ancestor Nodes
Intercausal reasoning is a common inference pattern involving probabilis...
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02/27/2013
Knowledge Engineering for Large Belief Networks
We present several techniques for knowledge engineering of large belief ...
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02/27/2013
An Experimental Comparison of Numerical and Qualitative Probabilistic Reasoning
Qualitative and infinitesimal probability schemes are consistent with th...
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02/27/2013
Efficient Estimation of the Value of Information in Monte Carlo Models
The expected value of information (EVI) is the most powerful measure of ...
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02/13/2013
Efficient Search-Based Inference for Noisy-OR Belief Networks: TopEpsilon
Inference algorithms for arbitrary belief networks are impractical for l...
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02/13/2013