Concept lattice simplification with fuzzy linguistic information based on three-way clustering

K Pang, P Liu, S Li, L Zou, M Lu, L Martínez - International Journal of …, 2023 - Elsevier
Numerous linguistically valued facts from the actual world have been modeled using the
fuzzy linguistic approach. Concept lattice theory has the potential to be used in information …

A concept lattice-based expert opinion aggregation method for multi-attribute group decision-making with linguistic information

K Pang, L Martínez, N Li, J Liu, L Zou, M Lu - Expert Systems with …, 2024 - Elsevier
During the multi-attribute group decision-making (MAGDM) processing, the individuals often
hold different opinions about the alternatives. It is necessary to aggregate the different …

Ordering based decision making–a survey

S Chen, J Liu, H Wang, JC Augusto - Information Fusion, 2013 - Elsevier
Decision making is the crucial step in many real applications such as organization
management, financial planning, products evaluation and recommendation. Rational …

Linguistic-valued layered concept lattice and its rule extraction

L Zou, N Kang, L Che, X Liu - International Journal of Machine Learning …, 2022 - Springer
Formal concept analysis as an effective tool for data analysis and knowledge acquisition can
be used to describe the potential relation between objects and attributes. In order to handle …

The construction of fuzzy linguistic attribute partial ordered structure diagram

K Pang, L Zou, N Kang, S Li, M Lu - Computational and Applied …, 2023 - Springer
In formal concept analysis, as a data visualization tool, attribute partial ordered structure
diagram can effectively discover the partial order relationship between attributes. Numerous …

A linguistic multi-criteria decision making approach based on logical reasoning

S Chen, J Liu, H Wang, Y Xu, JC Augusto - Information Sciences, 2014 - Elsevier
In real decision making problems, it is always more natural for decision makers to use
linguistic terms to express their preferences/opinions in a qualitative way among alternatives …

A conceptual clustering method for large-scale group decision-making with linguistic truth-valued lattice implication algebra

K Pang, Y Lu, L Martínez, W Pedrycz, L Zou, M Lu - Applied Soft Computing, 2024 - Elsevier
The increasing complexity of decision-making environments has led to a rise in the
involvement of decision-makers (DMs) in group decision-making problems. Clustering is …

An extended multi-expert concept lattice-based heterogeneous multi-attribute group decision-making approach

K Pang, C Fu, L Martínez, J Liu, L Zou, M Lu - Information Sciences, 2024 - Elsevier
In practical multi-attribute group decision-making (MAGDM) problems, it is common to utilize
heterogeneous representation forms to express distinct preference information for different …

A logical reasoning based decision making method for handling qualitative knowledge

S Chen, J Liu, Y Xu - International Journal of Approximate Reasoning, 2021 - Elsevier
Successful decision-making analysis needs to take both advantages of human analysts and
computers, and human knowledge is usually expressed in a qualitative way. Computer …

Weak completeness of resolution in a linguistic truth-valued propositional logic

Y Xu, S Chen, J Liu, D Ruan - … Advances and Applications of Fuzzy Logic …, 2007 - Springer
In the present paper, the weak completeness of a-resolution principle for a lattice-valued
logic (L n× L 2) P (X) with truth value in a logical algebra (lattice implication algebra L n× L 2 …