Adaptive 5G-and-beyond network-enabled interpretable federated learning enhanced by neuroevolution

B Cao, J Zhao, X Liu, Y Li - Science China Information Sciences, 2024 - Springer
Mobile telemedicine systems based on the next-generation communication will significantly
enhance deep fusion of network automation and federated learning (FL), but data privacy is …

Variable precision fuzzy rough sets based on overlap functions with application to tumor classification

X Zhang, Q Ou, J Wang - Information Sciences, 2024 - Elsevier
Overlap functions, which can be characterized as a type of non-associative binary
aggregation operators, have emerged as one of the most extensively utilized aggregation …

Three-way decisions with dual hesitant fuzzy covering-based rough set and their applications in medical diagnosis

W Li, X Wang, B Yang - Applied Soft Computing, 2024 - Elsevier
As an extension of partition, fuzzy β-covering can provide a more realistic and accurate
description of incomplete information. In this paper, we mainly integrate the idea of fuzzy β …

Two novel three-way decision models based on fuzzy β-covering rough sets and prospect theory under q-rung orthopair fuzzy environments

Z Shi, L Li, C Bo, J Zhan - Expert Systems with Applications, 2024 - Elsevier
Three-way decision (TWD) and prospect theory (PT) are efficacious theories for investigating
uncertain problems. TWD can mitigate the risks associated with rapid decision-making in …

The pseudo-information entropy of Z-number and its applications in multi-attribute decision-making

B Yang, G Qi, B ** techniques to address
real-life applications in various areas like information systems and optimal choices. The …