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The Negation of Basic Probability Assignment [PDF]
IEEE Access, 2019 In many cases, we obtain information using various methods in order to make better decisions. The everything in nature and society has its negative, the negation of negation has significant meaning.
Xiaozhuan Gao, Yong Deng
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A Generalized Expression for Information Quality of Basic Probability Assignment
IEEE Access, 2019 The information quality is widely used in many applications. However, the existing information quality can only deal with the probability distribution. Compared with probability distribution, the basic probability assignment (BPA) in evidence theory is ...
Dingbin Li, Xiaozhuan Gao, Yong Deng
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Generalized basic probability assignments [PDF]
International Journal of General Systems, 2002 Dempster-Shafer theory allows to construct belief functions from (precise) basic probability assignments. The present paper extends this idea substantially.
Augustin, Thomas
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A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection
IEEE Access, 2018 The broadcast nature of wireless local area networks has made them prone to several types of wireless injection attacks, such as Man-in-the-Middle (MitM) at the physical layer, deauthentication, and rogue access point attacks. The implementation of novel
Ibrahim Ghafir +5 more
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Negation of Basic Probability Assignment: Trends of Dissimilarity and Dispersion [PDF]
IEEE Access, 2019 In the field of knowledge representation, negation has been introduced so that practical issues can be modelled more effectively. The negation of probability was first formally determined by Zadeh, with its basic properties proposed by Yager.
Dawei Xie, Fuyuan Xiao
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Visualization of basic probability assignment [PDF]
Soft Computing, 2021 Abstract Applying geometry to the analysis and interpretation of basic probability assignment(BPA) is a unique research direction in evidence theory. Though the geometric representation of BPA has been proposed, the visualization method of BPA is still lack of sufficient research.
Hongfeng Long, Zhenming Peng, Yong Deng
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Multiscale Probability Transformation of Basic Probability Assignment [PDF]
Mathematical Problems in Engineering, 2014 Decision making is still an open issue in the application of Dempster‐Shafer evidence theory. A lot of works have been presented for it. In the transferable belief model (TBM), pignistic probabilities based on the basic probability assignments are used for decision making.
Meizhu Li, Xi Lu, Qi Zhang, Yong Deng
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Study on the Basic Probability Assignment Based on Grey Relational Analysis and Gaussian Membership
IEEE Access, 2021 Dempster-Shafer(D-S) evidence theory is one of the most widely used methods in the field of data fusion. The key step in applying D-S evidence theory is to determine the basic probability assignment(BPA), but how to determine it appropriately is still a ...
Siqiang Zhong +2 more
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A Dual Measure of Uncertainty: The Deng Extropy [PDF]
, 2020 The extropy has recently been introduced as the dual concept of entropy. Moreover, in the context of the Dempster–Shafer evidence theory, Deng studied a new measure of discrimination, named the Deng entropy.
Buono, Francesco, Longobardi, Maria
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Time-Domain Data Fusion Using Weighted Evidence and Dempster–Shafer Combination Rule: Application in Object Classification [PDF]
, 2019 To apply data fusion in time-domain based on Dempster–Shafer (DS) combination rule, an 8-step algorithm with novel entropy function is proposed. The 8-step algorithm is applied to time-domain to achieve the sequential combination of time-domain data ...
Anwar, Sohel, Khan, Md Nazmuzzaman
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