Combine Conflicting Evidence Based on the Belief Entropy and IOWA Operator
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2937883
Abstract: Evidence theory is widely used in information fusion. However, how to combine highly conflicting evidence is still an open issue. In this paper, a modified average method is proposed to address this issue based on… read more here.
Keywords: conflicting evidence; based belief; belief entropy; evidence based ... See more keywords
Generalized Belief Entropy and Its Application in Identifying Conflict Evidence
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939332
Abstract: Dempster-Shafer evidence theory has wide applications in many fields. Recently, A new entropy called Deng entropy was proposed in evidence theory. Some scholars have pointed out that Deng Entropy does not satisfy the additivity in… read more here.
Keywords: deng entropy; generalized belief; belief entropy; entropy ... See more keywords
An Improved Data Fusion Method Based on Weighted Belief Entropy considering the Negation of Basic Probability Assignment
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DOI: 10.1155/2020/1594967
Abstract: Uncertainty in data fusion applications has received great attention. Due to the effectiveness and flexibility in handling uncertainty, Dempster–Shafer evidence theory is widely used in numerous fields of data fusion. However, Dempster–Shafer evidence theory cannot… read more here.
Keywords: data fusion; belief entropy; method; evidence ... See more keywords
Uncertainty of Interval Type-2 Fuzzy Sets Based on Fuzzy Belief Entropy
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DOI: 10.3390/e23101265
Abstract: Interval type-2 fuzzy sets (IT2 FS) play an important part in dealing with uncertain applications. However, how to measure the uncertainty of IT2 FS is still an open issue. The specific objective of this study… read more here.
Keywords: belief entropy; type fuzzy; uncertainty; entropy ... See more keywords
Uncertainty Management in Assessment of FMEA Expert Based on Negation Information and Belief Entropy
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DOI: 10.3390/e25050800
Abstract: The failure mode and effects analysis (FMEA) is a commonly adopted approach in engineering failure analysis, wherein the risk priority number (RPN) is utilized to rank failure modes. However, assessments made by FMEA experts are… read more here.
Keywords: information; belief entropy; uncertainty; negation information ... See more keywords