Generalized divergence-based decision making method with an application to pattern classification

F Xiao, J Wen, W Pedrycz - IEEE transactions on knowledge …, 2022 - ieeexplore.ieee.org
In decision-making systems, how to address uncertainty plays an important role for the
improvement of system performance in uncertainty reasoning. Dempster–Shafer evidence …

GEJS: A generalized evidential divergence measure for multisource information fusion

F Xiao - IEEE Transactions on Systems, Man, and Cybernetics …, 2022 - ieeexplore.ieee.org
Multisource information fusion (MSIF) technologies play an important role in various fields
and practical applications. As a useful methodology to represent and handle uncertain …

CEQD: A complex mass function to predict interference effects

F Xiao - IEEE Transactions on Cybernetics, 2021 - ieeexplore.ieee.org
Uncertainty is inevitable in the decision-making process of real applications. Quantum
mechanics has become an interesting and popular topic in predicting and explaining human …

Information volume of mass function

Y Deng - International Journal of Computers Communications & …, 2020 - univagora.ro
Given a probability distribution, its corresponding information volume is Shannon entropy.
However, how to determine the information volume of a given mass function is still an open …

Generalization of Dempster–Shafer theory: A complex mass function

F Xiao - Applied Intelligence, 2020 - Springer
Dempster–Shafer evidence theory has been widely used in various fields of applications,
because of the flexibility and effectiveness in modeling uncertainties without prior …

Combining time-series evidence: A complex network model based on a visibility graph and belief entropy

X Song, F Xiao - Applied Intelligence, 2022 - Springer
Combining basic probability assignments (BPAs) with time series is common in real-life
cases. Therefore, a new evidence fusion approach based on belief entropy and a visibility …

A novel conflict measurement in decision-making and its application in fault diagnosis

F Xiao, Z Cao, A Jolfaei - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
Dempster-Shafer evidence (DSE) theory, which allows combining pieces of evidence from
different data sources to derive a degree of belief function that is a type of fuzzy measure, is …

CED: A distance for complex mass functions

F Xiao - IEEE transactions on neural networks and learning …, 2020 - ieeexplore.ieee.org
Evidence theory is an effective methodology for modeling and processing uncertainty that
has been widely applied in various fields. In evidence theory, a number of distance …

[HTML][HTML] A new divergence measure of pythagorean fuzzy sets based on belief function and its application in medical diagnosis

Q Zhou, H Mo, Y Deng - Mathematics, 2020 - mdpi.com
As the extension of the fuzzy sets (FSs) theory, the intuitionistic fuzzy sets (IFSs) play an
important role in handling the uncertainty under the uncertain environments. The …

Interaction effects of multiple input parameters on the integrity of safety instrumented systems with the k‐out‐of‐n redundancy arrangement under uncertainties

Y Xia, L Ding, ZC Tang - Quality and Reliability Engineering …, 2023 - Wiley Online Library
A safety instrumented system (SIS) is extensively used to prevent or reduce risk. The
Probability of Failure to perform its intended functions on Demand (PFD) of a practical SIS …