# Analysis in HUGIN of Data Conflict

arXiv: https://arxiv.org/abs/1304.1146 · HTML: https://mlsanity.com/paper/1304.1146/

## Key facts

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

## Built on by (most cited first, 1 of 1)

- [Using Surprise Index for Competency Assessment in Autonomous Decision-Making](https://mlsanity.com/paper/2312.09033/) (2023)

## 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.