An adaptive two-stage consensus reaching process based on heterogeneous judgments and social relations for large-scale group decision making

M Zhou, YJ Zhou, XB Liu, J Wu, H Fujita… - Information …, 2023 - Elsevier
Large-scale group decision making is common in real-world scenarios, yet it involves two
critical issues:(1) clustering individuals into subgroups according to specific criterion, and (2) …

A two-stage adaptive consensus reaching model by virtue of three-way clustering for large-scale group decision making

Y Shen, X Ma, J Zhan - Information Sciences, 2023 - Elsevier
As digitalization advances and societal patterns evolve, an increasing number of experts are
becoming integral to the decision-making process. The realm of large-scale group decision …

Confidence consensus-based model for large-scale group decision making: A novel approach to managing non-cooperative behaviors

X Xu, Z Du, X Chen, C Cai - Information Sciences, 2019 - Elsevier
Because of the complexity of real-world problems, large-scale group decision making has
become a research topic of great interest in the field of decision science. Differences of …

Ordinal consensus measure with objective threshold for heterogeneous large-scale group decision making

M Tang, X Zhou, H Liao, J Xu, H Fujita… - Knowledge-Based …, 2019 - Elsevier
Because of the increasing complexity of real-world decision-making environment, there is a
trend that a large number of decision-makers are becoming involved in group decision …

Managing noncooperative behaviors in large-scale group decision-making: Integration of independent and supervised consensus-reaching models

Z Du, S Yu, X Xu - Information Sciences, 2020 - Elsevier
Large-scale group decision-making (LSGDM) has been widely studied to address
increasingly complex decision-making problems. The consensus-reaching process is …

A hierarchical consensus reaching process for group decision making with noncooperative behaviors

M Tang, H Liao, X Mi, B Lev, W Pedrycz - European Journal of Operational …, 2021 - Elsevier
With the development of technological and societal paradigms, we witness a trend where a
large number of experts participate in decision-making processes, and large-scale group …

Adaptive consensus reaching process with hybrid strategies for large-scale group decision making

M Tang, H Liao, J Xu, D Streimikiene… - European Journal of …, 2020 - Elsevier
Large-scale group decision making, which involves dozens to hundreds of experts, is
attracting increasing attention and has become an important topic in the field of decision …

Adaptive consensus-based model for heterogeneous large-scale group decision-making: detecting and managing noncooperative behaviors

ZP Tian, RX Nie, JQ Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Large-scale group decision-making (LSGDM), which involves dozens to hundreds of
decision-makers (DMs), is attracting extensive attention and has become an interesting and …

[HTML][HTML] A clustering method with historical data to support large-scale consensus-reaching process in group decision-making

K Xiong, Y Dong, S Zhao - International Journal of Computational …, 2022 - Springer
With the rapid development of information technology and social network, the large-scale
group decision-making (LSGDM) has become more and more popular due to the fact that …

Consensus reaching process using personalized modification rules in large-scale group decision-making

L Guo, J Zhan, G Kou - Information Fusion, 2024 - Elsevier
Managing complex decision-making scenarios often hinges on the effectiveness of large-
scale group decision-making (LSGDM). When confronted with a significant number of …