The Combining Rule of Dempster-Shafer Theory for Correlative Evidence
- https://doi.org/10.2991/iske.2007.106How to use a DOI?
- data fusion, correlation coefficient, D-S evidence theory.
The thesis puts forward an improvement method for the combining rule of Dempster-Shafer evidence theory based on the correlation between evidences. Different from D-S theory, the correlation coefficient between evidences is introduced; and varies with the evidence fusion. By decreasing the probability evaluation of certainty and increasing the probability evaluation of uncertainty, the effect of correlative evidence to fusion result is reduced, and then we can get the fusion result which is closer to the fact. There is an example to expand the advantage of this method. The example shows that the method is helpful to find a correct result.
- © 2007, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Ping Wang PY - 2007/10 DA - 2007/10 TI - The Combining Rule of Dempster-Shafer Theory for Correlative Evidence BT - Proceedings of the 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2007) PB - Atlantis Press SP - 619 EP - 622 SN - 1951-6851 UR - https://doi.org/10.2991/iske.2007.106 DO - https://doi.org/10.2991/iske.2007.106 ID - Wang2007/10 ER -