Analysis in HUGIN of Data Conflict
Artificial Intelligence
2013-04-05 v1
Abstract
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.
Cite
@article{arxiv.1304.1146,
title = {Analysis in HUGIN of Data Conflict},
author = {Bo Chamberlain and Finn Verner Jensen and Frank Jensen and Torsten Nordahl},
journal= {arXiv preprint arXiv:1304.1146},
year = {2013}
}
Comments
Appears in Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence (UAI1990)