Analysis in HUGIN of Data Conflict
Bo Chamberlain, Finn Jensen, Frank Jensen, Torsten Nordahl
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.
PDF Link: /papers/90/p546-chamberlain.pdf
AUTHOR = "Bo Chamberlain
and Finn Jensen and Frank Jensen and Torsten Nordahl",
TITLE = "Analysis in HUGIN of Data Conflict",
BOOKTITLE = "Proceedings of the Sixth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-90)",
PUBLISHER = "AUAI Press",
ADDRESS = "Corvallis, Oregon",
YEAR = "1990",
PAGES = "546--554"