The Negation of Basic Probability Assignment [PDF]
IEEE Access, 2019 In many cases, we obtain information using various methods in order to make better decisions. The everything in nature and society has its negative, the negation of negation has significant meaning.
Xiaozhuan Gao, Yong Deng
doaj +2 more sources
A Novel Method to Determine Basic Probability Assignment Based on Adaboost and Its Application in Classification [PDF]
Entropy, 2021 In the framework of evidence theory, one of the open and crucial issues is how to determine the basic probability assignment (BPA), which is directly related to whether the decision result is correct.
Wei Fu, Shuang Yu, Xin Wang
doaj +2 more sources
A new basic probability assignment generation and combination method for conflict data fusion in the evidence theory [PDF]
Scientific Reports, 2023 Dempster–Shafer evidence theory is an effective method to deal with information fusion. However, how to deal with the fusion paradoxes while using the Dempster’s combination rule is still an open issue.
Yongchuan Tang +5 more
doaj +2 more sources
Conflict Data Fusion in a Multi-Agent System Premised on the Base Basic Probability Assignment and Evidence Distance [PDF]
Entropy, 2021 The multi-agent information fusion (MAIF) system can alleviate the limitations of a single expert system in dealing with complex situations, as it allows multiple agents to cooperate in order to solve problems in complex environments.
Jingyu Liu, Yongchuan Tang
doaj +2 more sources
Fusion of expert uncertain assessment in FMEA based on the negation of basic probability assignment and evidence distance [PDF]
Scientific Reports, 2022 Failure mode and effects analysis (FMEA) has been widely used for potential risk modeling and management. Expert evaluation is used to model the risk priority number to determine the risk level of different failure modes.
Yusong Yuan, Yongchuan Tang
doaj +2 more sources
Multi-Source Information Fusion Based on Negation of Reconstructed Basic Probability Assignment with Padded Gaussian Distribution and Belief Entropy [PDF]
Entropy, 2022 Multi-source information fusion is widely used because of its similarity to practical engineering situations. With the development of science and technology, the sources of information collected under engineering projects and scientific research are more
Yujie Chen +3 more
doaj +2 more sources
A New Belief Entropy in Dempster–Shafer Theory Based on Basic Probability Assignment and the Frame of Discernment [PDF]
Entropy, 2020 Dempster–Shafer theory has been widely used in many applications, especially in the measurement of information uncertainty. However, under the D-S theory, how to use the belief entropy to measure the uncertainty is still an open issue.
Jiapeng Li, Qian Pan
doaj +2 more sources
Dempster-Shafer's Basic Probability Assignment Based on Fuzzy Membership Functions
ELCVIA Electronic Letters on Computer Vision and Image Analysis, 2004 In this paper, an image segmentation method based on Dempster-Shafer evidence theory is proposed. Basic probability assignment (bpa) is estimated in unsupervised way using pixels fuzzy membership degrees derived from image histogram.
Abdel-Ouahab Boudraa +2 more
doaj +5 more sources
A Basic Probability Assignment Methodology for Unsupervised Wireless Intrusion Detection
IEEE Access, 2018 The broadcast nature of wireless local area networks has made them prone to several types of wireless injection attacks, such as Man-in-the-Middle (MitM) at the physical layer, deauthentication, and rogue access point attacks. The implementation of novel
Ibrahim Ghafir +5 more
doaj +3 more sources
Negation of Basic Probability Assignment: Trends of Dissimilarity and Dispersion [PDF]
IEEE Access, 2019 In the field of knowledge representation, negation has been introduced so that practical issues can be modelled more effectively. The negation of probability was first formally determined by Zadeh, with its basic properties proposed by Yager.
Dawei Xie, Fuyuan Xiao
doaj +2 more sources