An improved information volume of mass function based on plausibility transformation method

J Zhou, Z Li, Y Deng - Expert Systems with Applications, 2024 - Elsevier
The information volume of mass function (IVMF) is an effective tool for measuring the
uncertainty of basic probability assignments in power sets. However, the current IVMF will …

Negation of belief function based on the total uncertainty measure

K Xie, F Xiao - Entropy, 2019 - mdpi.com
The negation of probability provides a new way of looking at information representation.
However, the negation of basic probability assignment (BPA) is still an open issue. To …

Fractal-based basic probability assignment: A transient mass function

L Zhu, Q Zhou, Y Deng, KH Cheong - Information Sciences, 2024 - Elsevier
Effectively measuring the information content of Basic Probability Assignments (BPA) is a
crucial prerequisite for addressing uncertain information within the framework of Dempster …

An improved belief entropy in evidence theory

H Yan, Y Deng - IEEE Access, 2020 - ieeexplore.ieee.org
Uncertainty measurement of the basic probability assignment function has always been a
hot issue in Dempster-Shafer evidence. Many existing studies mainly consider the influence …

Measure information quality of basic probability assignment: An information volume method

D Li, Y Deng - Applied Intelligence, 2022 - Springer
Abstract Information quality is a concept that can be used to measure the information of
probability distribution. Dempster-Shafer evidence theory can describe uncertain information …

An improved expression for information quality of basic probability assignment and its application in target recognition

H Li, R Cai - Soft Computing, 2021 - Springer
Abstract Information quality is widely used in many applications. However, how to measure
information quality in basic probability assignment accurately is still an open issue …

Basic probability assignment to probability distribution function based on the Shapley value approach

C Huang, X Mi, B Kang - International Journal of Intelligent …, 2021 - Wiley Online Library
Abstract In Dempster–Shafer evidence theory, how to use the basic probability assignment
(BPA) in decision‐making is a significant issue. The transformation of BPA into a probability …

An improved belief entropy to measure uncertainty of basic probability assignments based on Deng entropy and belief interval

Y Zhao, D Ji, X Yang, L Fei, C Zhai - Entropy, 2019 - mdpi.com
It is still an open issue to measure uncertainty of the basic probability assignment function
under Dempster-Shafer theory framework, which is the foundation and preliminary work for …

A new probabilistic transformation in generalized power space

H Lifang, H You, G Xin, D Yong, H Deqiang - Chinese Journal of …, 2011 - Elsevier
The mapping from the belief to the probability domain is a controversial issue, whose
original purpose is to make (hard) decision, but for contrariwise to erroneous widespread …

Determinging BPA under uncertainty environments and its application in data fusion

Y Deng, W Jiang, X Xu, Q Li, D Wang - Journal of Electronics (China), 2009 - Springer
Dempster-Shafer (DS) theory of evidence has been widely used in many data fusion
application systems. However, how to determine basic probability assignment, which is the …