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D-S Evidence Theory Information Fusion Methods and Applications
2023 International Wireless Communications and Mobile Computing (IWCMC), 2023Pingping Lin, Weiliang Xie, Jinyang Yu
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Classical Models and its Applications in D-S Evidence Theory
Applied Mechanics and Materials, 2012D-S evidence theory is a theory of dealing with uncertain information which was empowered by Dempster and expanded by Shafer. However, as a theory founded in 1970s, D-S theory is invalid when there has conflicts between evidences. This papal reviewed classical models and applications of D-S evidence theory.
Yuan Wei Du, Chen Han
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Combination rule of D–S evidence theory based on the strategy of cross merging between evidences
Expert Systems with Applications, 2011Recent studies on the combination rule of D-S evidence theory can be summarized as two categories, i.e. the methods based on modification for Dempster rule, and the methods based on correction to original evidence sources. However, both of them fail to deal with the role of cardinality of focal elements in process of combination, leading generally to ...
Kaihong Guo, Wenli Li
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A new method of information decision-making based on D-S evidence theory
2010 IEEE International Conference on Systems, Man and Cybernetics, 2010D-S evidence theory is a method broadly applied in fusion for decision-making. However, this theory has some shortcomings in the formula of evidence combination with the exception that evidence of fully conflict can not be combined, then the probability validity is difficult to determine and sometimes the composed evidence is different from people's ...
Yao, Junfeng +5 more
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A Network Anomaly Detector Based on the D-S Evidence Theory
Journal of Software, 2006Network anomaly detection has been an active research topic in the field of Intrusion Detection for many years, however, it hasn't been widely applied in practice due to some issues. The issues include high false alarm rate, limited types of attacks the approach can detect, and that such approach can't perform real-time intrusion detection in high ...
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Gas outburst prediction based on the intelligent D-S evidence theory
International Journal of Computer Applications in Technology, 2019Caixia Gao, Fuzhong Wang, Zhan Zhang
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Nuclear effective field theory: Status and perspectives
Reviews of Modern Physics, 2020Ubirajara van Kolck +2 more
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Feature selection for set-valued data based on D–S evidence theory
Artificial Intelligence Review, 2022Yini Wang, Sichun Wang
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A new era of cancer immunotherapy: Converting theory to performance†
Ca-A Cancer Journal for Clinicians, 1999Steven Rosenberg
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