A modified evidence theory model for data fusion
2017 IEEE 2nd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA)(2017)
摘要
To overcome the drawbacks of traditional convex evidence, in this paper we proposed a modified convex evidence theory model, we presented the modified combination function and use it to combine mass function of ordered propositions, we present the calculation of the parameters of the proposed combination function, and proposed a more accurate method to find the proposition which is most likely true. The theoretical analysis and experimental results demonstrate that the proposed method has higher accuracy than traditional convex evidence.
更多查看译文
关键词
dempster-shafer theory,Gaussian function,convex function
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络