@inproceedings{1eb7d4e701434de0982db69f2d98645a,
title = "Combining the conflicting belief functions",
abstract = "The classical Dempster-Shafer theory involves counter-intuitive behaviors when the evidence high conflict. In order to solve the problem, a new approach of weighted evidence combination is proposed. Both evidence distance and inconsistent information are considered to evaluate the conflict. Each piece of evidence is given weight coefficient according to its amount of conflict with others. Then two methods are used to modify the belief functions, and the modified functions are combined by DS rule. Numerical example shows the proposed approach can efficiently handle conflicting evidence with good convergence efficiency.",
keywords = "Evidence distance, Evidence theory, Inconsistent information, Information fusion",
author = "Liu, {Zhun Ga} and Cheng, {Yong Mei} and Quan Pan and Zhuang Miao",
year = "2009",
doi = "10.1109/ICISE.2009.403",
language = "英语",
isbn = "9780769538877",
series = "2009 1st International Conference on Information Science and Engineering, ICISE 2009",
pages = "3993--3996",
booktitle = "2009 1st International Conference on Information Science and Engineering, ICISE 2009",
note = "1st International Conference on Information Science and Engineering, ICISE2009 ; Conference date: 26-12-2009 Through 28-12-2009",
}