[HTML][HTML] Three-way decision and granular computing

Y Yao - International Journal of Approximate Reasoning, 2018 - Elsevier
Based on results from cognitive science, this paper examines the two fields of three-way
decision and granular computing, as well as their interplay. The ideas from one field shed …

[HTML][HTML] Three-way granular computing, rough sets, and formal concept analysis

Y Yao - International Journal of Approximate Reasoning, 2020 - Elsevier
Three-way granular computing is a paradigm of thinking and information processing in three
granules. We introduce a framework of three-way granular computing based on a hexagon …

A triarchic theory of granular computing

Y Yao - Granular Computing, 2016 - Springer
Based on the notion of granular structures, a triarchic theory of granular computing
integrates three important perspectives, namely, philosophy of structured thinking …

Granular computing and knowledge reduction in formal contexts

WZ Wu, Y Leung, JS Mi - IEEE transactions on knowledge and …, 2008 - ieeexplore.ieee.org
Granular computing and knowledge reduction are two basic issues in knowledge
representation and data mining. Granular structure of concept lattices with application in …

Rules acquisition of formal decision contexts based on three-way concept lattices

L Wei, L Liu, J Qi, T Qian - Information Sciences, 2020 - Elsevier
Three-way concept lattices can supply much more information than classical concept lattices
since they contain the positive information and negative information between objects and …

[HTML][HTML] Three-way dual concept analysis

H Zhi, J Qi, T Qian, L Wei - International Journal of Approximate Reasoning, 2019 - Elsevier
Three-way concept analysis is a mathematical theory, which combines formal concept
analysis and three-way decision. The existing models, ie, three-way concept lattices and …

[HTML][HTML] Relating attribute reduction in formal, object-oriented and property-oriented concept lattices

J Medina - Computers & Mathematics with Applications, 2012 - Elsevier
Attribute reduction is an important step in reducing computational complexity in order to
extract information from relational systems. Three of these systems are the formal, object …

Interpreting concept learning in cognitive informatics and granular computing

Y Yao - IEEE Transactions on Systems, Man, and Cybernetics …, 2009 - ieeexplore.ieee.org
Cognitive informatics and granular computing are two emerging fields of study concerning
information and knowledge processing. A central notion to this processing is information and …

Multi-adjoint property-oriented and object-oriented concept lattices

J Medina - Information Sciences, 2012 - Elsevier
This paper presents a generalisation of the classical property and object-oriented concept
lattices to a fuzzy environment based on the philosophy of the multi-adjoint paradigm. These …

Disjunctive attribute dependencies in formal concept analysis under the epistemic view of formal contexts

D Dubois, J Medina, H Prade, E Ramírez-Poussa - Information Sciences, 2021 - Elsevier
This paper considers an epistemic interpretation of formal contexts, interpreting blank entries
in the context matrix as absence of information, which is in agreement with the usual focus …