A new correlation belief function in Dempster-Shafer evidence theory and its application in classification

Abstract Uncertain information processing is a key problem in classification. Dempster-Shafer evidence theory (D-S evidence theory) is widely used in uncertain information modelling and fusion. For uncertain information fusion, the Dempster’s combination rule in D-S evidence theory has limitation in...

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Bibliographic Details
Main Authors: Yongchuan Tang, Xu Zhang, Ying Zhou, Yubo Huang, Deyun Zhou
Format: Article
Language:English
Published: Nature Portfolio 2023-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-34577-y