A novel method to use fuzzy soft sets in decision making based on ambiguity measure and Dempster-Shafer theory of evidence: An application in medical diagnosis

Highlights • An improved fuzzy soft set-based decision making approach based on the ambiguity measure is proposed. • Uncertain information in medical diagnosis can be modeled and fused by evidence theory. • The reasonable ambiguity measure reduces the uncertainty degree in the decision making proces...

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Veröffentlicht in:Artificial intelligence in medicine 2016-05, Vol.69, p.1-11
Hauptverfasser: Wang, Jianwei, Hu, Yong, Xiao, Fuyuan, Deng, Xinyang, Deng, Yong
Format: Artikel
Sprache:eng
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Zusammenfassung:Highlights • An improved fuzzy soft set-based decision making approach based on the ambiguity measure is proposed. • Uncertain information in medical diagnosis can be modeled and fused by evidence theory. • The reasonable ambiguity measure reduces the uncertainty degree in the decision making process • The effectiveness of the model is demonstrated in medical decision.
ISSN:0933-3657
1873-2860
DOI:10.1016/j.artmed.2016.04.004