Integration of Z-numbers and Bayesian decision theory: A hybrid approach to decision making under uncertainty and imprecision.
Applied Soft Computing(2018)
摘要
•A novel hybrid methodology that employs the reliability of propositions in natural language.•Mathematical proof for computing the outcome and the posterior probabilities for Z-numbers.•Proof of concept for the benefits of the proposed hybrid approach.•Formulating breast cancer diagnosis based on screening mammograms using BDT.•Applying the proposed methodology to provide decision support for diagnosis of breast cancer.
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关键词
Z-numbers,Fuzzy probability,Bayesian decision theory,Computing with words
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