Results 11 to 20 of about 37,662 (254)
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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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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An improved method to determine basic probability assignment based on fuzzy mathematics [PDF]
MATEC Web of Conferences, 2022 In D-S evidence theory, the determination of the basic probability assignment function (BPA) is the first and important step. However, the generation of BPA is still a problem to be solved.
Xiong Leihui, Su Xiaoyan
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Logarithmic Negation of Basic Probability Assignment and Its Application in Target Recognition
Information, 2022 The negation of probability distribution is a new perspective from which to obtain information. Dempster–Shafer (D–S) evidence theory, as an extension of possibility theory, is widely used in decision-making-level fusion.
Shijun Xu +4 more
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IEEE Access, 2021 Since the Dempster-Shafer evidence theory was developed, it has been extensively concerned by researchers. Compared with Bayesian probability theory, Dempster-Shafer evidence theory satisfies weaker constraints and has the advantage to indicate ...
Zichong Chen, Xianwen Luo
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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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Generalized basic probability assignments [PDF]
International Journal of General Systems, 2005 Dempster–Shafer theory allows to construct belief functions from (precise) basic probability assignments. The present paper extends this idea substantially. By considering sets of basic probability assignments, an appealing constructive approach to general interval probability is achieved, which allows for a very flexible modelling of uncertain ...
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International Journal of Distributed Sensor Networks, 2019 Multi-sensor information fusion occurs in a vast variety of applications, including medical diagnosis, automatic drive, speech recognition, and so on. Often these problems can be modeled by Dempster–Shafer theory.
Liguo Fei +3 more
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International Journal of Distributed Sensor Networks, 2019 Due to its efficiency to handle uncertain information, Dempster–Shafer evidence theory has become the most important tool in many information fusion systems.
Bowen Qin, Fuyuan Xiao
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