Base belief function: an efficient method of conflict management

Dempster–Shafer evidence theory is widely used in many applications such as decision making and pattern recognition. However, Dempster’s combination rule often produces results that do not reflect the actual distribution of belief when collected evidence highly conflicts each other. In this paper, a...

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Veröffentlicht in:	Journal of ambient intelligence and humanized computing Jg. 10; H. 9; S. 3427 - 3437
Hauptverfasser:	Wang, Yunjuan, Zhang, Kezhen, Deng, Yong
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.09.2019 Springer Nature B.V
Schlagworte:	Artificial Intelligence Computational Intelligence Decision making Decision theory Engineering Fuzzy logic Fuzzy sets Hypotheses Machine learning Methods Original Research Pattern recognition Probability Robotics and Automation User Interfaces and Human Computer Interaction Conflicting evidence Base belief function Dempster–Shafer evidence theory Belief function
ISSN:	1868-5137, 1868-5145
Online-Zugang:	Volltext
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