On the use of irreducible elements for reducing multi-adjoint concept lattices
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摘要
Looking for strategies to reduce the size of concept lattices is very important in formal concept analysis, when they preserve the main information of the relational database.This paper presents several properties of the useful fuzzy-attributes, in the general fuzzy case of multi-adjoint concept lattices and provides two mechanisms in order to reduce the size of concept lattices based on irreducible elements, without losing or modifying important information. Specifically, the reduced concept lattices are sublattices of the original one. Moreover, interesting properties of these mechanisms are studied and the relationship among both and other strategies is also introduced.
论文关键词:Formal concept analysis,Fuzzy sets,Irreducible elements,Concept lattice reduction
论文评审过程:Received 22 January 2015, Revised 21 May 2015, Accepted 10 July 2015, Available online 17 July 2015, Version of Record 19 October 2015.
论文官网地址:https://doi.org/10.1016/j.knosys.2015.07.003