Analysis in HUGIN of Data Conflict

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Mar 27, 2013
Bo Chamberlain, Finn Verner Jensen, Frank Jensen, Torsten Nordahl
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After a brief introduction to causal probabilistic networks and the HUGIN approach, the problem of conflicting data is discussed. A measure of conflict is defined, and it is used in the medical diagnostic system MUNIN. Finally, it is discussed how to distinguish between conflicting data and a rare case.

* Appears in Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence (UAI1990)  
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