mlsanityData to 14 Oct 2026

Analysis in HUGIN of Data Conflict

arXiv 1304.1146 ↗First posted 27 Mar 2013cs.AIcited by 1

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Abstract (arXiv)

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.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 27 Mar 2013.

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