Work

Decomposition of contexts into independent subcontexts based on thresholds

Year: 2025
Type: article
Abstract: The process of decomposing databases into smaller datasets, with the objective of extrapolating the information obtained in the smaller ones to the original database, represents a relevant and complex challenge in real applications. It is particularly relevant in the context of fuzzy formal concept analysis, where the complexities of knowledge extraction from datasets characterized by incomplete and imperfect data are considerable. This paper will analyze a mechanism and different properties for detecting independent subcontexts from a given context, using modal operators within the multi-adjoint concept lattice framework.
Language: English
Open Access status: hybrid
Estimated APC paid: $3,390
OpenAlex ID: W4411781100
FWCI: 0.496
Cites: 32
Cited by: 1
Related to: 10