Analysis in HUGIN of Data Conflict
Finn Jensen, Bo Chamberlain, Torsten Nordahl, Frank Jensen
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/p519-jensen.pdf
AUTHOR = "Finn Jensen
and Bo Chamberlain and Torsten Nordahl and Frank Jensen",
TITLE = "Analysis in HUGIN of Data Conflict",
BOOKTITLE = "Uncertainty in Artificial Intelligence 6 Annual Conference on Uncertainty in Artificial Intelligence (UAI-90)",
PUBLISHER = "Elsevier Science",
ADDRESS = "Amsterdam, NL",
YEAR = "1990",
PAGES = "519--528"