4.7 Article

Attribute and size reduction mechanisms in multi-adjoint concept lattices

Journal

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS
Volume 318, Issue -, Pages 388-402

Publisher

ELSEVIER SCIENCE BV
DOI: 10.1016/j.cam.2016.07.012

Keywords

Fuzzy sets; Formal concept analysis; Concept lattice reduction

Funding

  1. Spanish Ministry of Science and European Regional Development Funds (FEDER) [TIN12-39353-C04-04]

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Attribute reduction and size reduction in concept lattices are key research topics in Formal Concept Analysis (FCA). This paper combines both strategies in the multi-adjoint concept lattice framework in order to simplify the information provided by the original context. Specifically, we present three procedures which merge the attribute reduction and the size reduction by means of an irreducible alpha-cut concept lattice, analyzing the obtained properties. (C) 2016 Elsevier B.V. All rights reserved.

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