Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies

H Hassani, R Razavi-Far, M Saif, F Chiclana, O Krejcar… - Information …, 2022 - Elsevier
Consensus reaching is an iterative and dynamic process that supports group decision-
making models by guiding decision-makers towards modifying their opinions through a …

On extended power geometric operator for proportional hesitant fuzzy linguistic large-scale group decision-making

SH Xiong, CY Zhu, ZS Chen, M Deveci, F Chiclana… - Information …, 2023 - Elsevier
The unduly low or high data are commonly regarded as the outliers in the classical power
geometric operator. However, in many cases, these types of data may be significantly …

A possibilistic information fusion-based unsupervised feature selection method using information quality measures

P Zhang, T Li, Z Yuan, Z Deng, G Wang… - … on Fuzzy Systems, 2023 - ieeexplore.ieee.org
The main goal of most information quality (IQ)-based measures is to combine data provided
by multiple information sources to enhance the quality of information essential for decision …

Multi-stage consistency optimization algorithm for decision making with incomplete probabilistic linguistic preference relation

P Wang, P Liu, F Chiclana - Information Sciences, 2021 - Elsevier
Incomplete probabilistic linguistic term sets (InPLTSs) can effectively describe the qualitative
pairwise judgment information in uncertain decision-making problems, making them suitable …

A linguistic distribution behavioral multi-criteria group decision making model integrating extended generalized TODIM and quantum decision theory

Q Wu, X Liu, J Qin, W Wang, L Zhou - Applied Soft Computing, 2021 - Elsevier
In most existing multi-criteria group decision making (MCGDM) problems, the decision
makers (DMs) are usually regarded as independent and DMs' psychological behaviors are …

A novel probabilistic hesitant fuzzy rough set based multi-criteria decision-making method

C Jin, J Mi, F Li, M Liang - Information Sciences, 2022 - Elsevier
In this study, the fusion of probabilistic hesitant fuzzy sets (PHFSs) and rough sets is
explored and applied to uncertain multi-criteria decision-making (MCDM). First, to reduce …

Reinforcement learning-based feedback and weight-adjustment mechanisms for consensus reaching in group decision making

H Hassani, R Razavi-Far, M Saif… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The number of discussion rounds and harmony degree of decision makers are two crucial
efficiency measures to be considered in the design of the consensus-reaching process for …

A Multiple and Multidimensional linguistic truth-valued reasoning method and its application in multimedia teaching evaluation

Y Lu, N Li, H Lin, H Zheng, X Li, L Zou - International Journal of …, 2022 - Springer
With the expansion of the epidemic, online multimedia teaching has become a common
trend. The reasoning model of multimedia teaching evaluation is a useful tool to infer the …

Power‐average‐operator‐based hybrid multiattribute online product recommendation model for consumer decision‐making

ZS Chen, LL Yang, RM Rodríguez… - … Journal of Intelligent …, 2021 - Wiley Online Library
This study develops a power‐average‐operator‐based hybrid multiattribute online product
recommendation model that considers the consumer's risk attitude to rank categoric product …

Consensus-based robust decision making methods under a novel study of probabilistic uncertain linguistic information and their application in Forex investment

Z Bashir, J Ali, T Rashid - Artificial Intelligence Review, 2021 - Springer
The probabilistic uncertain linguistic terms set (PULTS) is an effective tool to depict uncertain
linguistic opinions of individuals or groups in the procedure of decision making. Motivated by …