AIMar 27, 2013
Analysis in HUGIN of Data ConflictBo Chamberlain, Finn Verner Jensen, Frank Jensen et al.
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.