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08/07/2014
Query DAGs: A Practical Paradigm for Implementing Belief Network Inference
We describe a new paradigm for implementing inference in belief networks...
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03/27/2013
A Logical Interpretation of Dempster-Shafer Theory, with Application to Visual Recognition
We formulate Dempster Shafer Belief functions in terms of Propositional ...
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03/27/2013
What is an Optimal Diagnosis?
Within diagnostic reasoning there have been a number of proposed definit...
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03/20/2013
Dynamic Network Updating Techniques For Diagnostic Reasoning
A new probabilistic network construction system, DYNASTY, is proposed fo...
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03/06/2013
Tradeoffs in Constructing and Evaluating Temporal Influence Diagrams
This paper addresses the tradeoffs which need to be considered in reason...
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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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02/13/2013
Why Is Diagnosis Using Belief Networks Insensitive to Imprecision In Probabilities?
Recent research has found that diagnostic performance with Bayesian beli...
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02/06/2013