[HTML][HTML] Consensus model based on probability k-means clustering algorithm for large scale group decision making

Q Liu, H Wu, Z Xu - International Journal of Machine Learning and …, 2021 - Springer
Nowadays, the increasing complexity of the social environment brings much difficulty in
group decision making. The more uncertainty exists in a decision-making problem, the more …

A consensus model to manage minority opinions and noncooperative behaviors in large group decision making with probabilistic linguistic term sets

JL Zhou, JA Chen - IEEE Transactions on Fuzzy Systems, 2020 - ieeexplore.ieee.org
The alternative assessment and decision-making are often complicated and involve
enormous decision makers (DMs), which leads to a large group decision making (LGDM) …

[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 …

[HTML][HTML] An influence network-based consensus model for large-scale group decision making with linguistic information

S Yao, M Gu - International Journal of Computational Intelligence …, 2022 - Springer
The vast majority of the existing social network-based group decision-making models
require extra information such as trust/distrust, influence and so on. However, in practical …

Consensus reaching process with noncooperative behaviors in large-scale group social network environment

X You, F Hou, F Chiclana - Applied Soft Computing, 2023 - Elsevier
Large-scale group decision-making (LSGDM) problems have drawn general attention from
scholars. The distribution linguistic preference relation (DLPR) is a flexible and practical tool …

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 …

Consensus model handling minority opinions and noncooperative behaviors in large-scale group decision-making under double hierarchy linguistic preference …

X Gou, Z Xu, H Liao, F Herrera - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of society and continual progress of science and technology,
large-scale group decision-making (LSGDM) problems are very commonly encountered in …

A cyclic dynamic trust-based consensus model for large-scale group decision making with probabilistic linguistic information

X Tan, J Zhu, FJ Cabrerizo, E Herrera-Viedma - Applied Soft Computing, 2021 - Elsevier
This paper investigates a consensus reaching process (CRP) considering dynamic trust in
large-scale group decision making (LSGDM). In the traditional trust-based consensus …

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 …

A self-confidence and leadership based feedback mechanism for consensus of group decision making with probabilistic linguistic preference relation

X You, F Hou - Information Sciences, 2022 - Elsevier
There are usually multiple stakeholders involved in a group decision-making (GDM)
problem. The probabilistic linguistic preference relation (PLPR) is an effective tool to …