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 |
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Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
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Online-Zugang: | Volltext |
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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. |
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ISSN: | 0933-3657 1873-2860 |
DOI: | 10.1016/j.artmed.2016.04.004 |