Value reducts and bireducts: A comparative study

F Chacón‐Gómez, ME Cornejo… - … Methods in the …, 2023 - Wiley Online Library
In Rough Set Theory, the notion of bireduct allows to simultaneously reduce the sets of
objects and attributes contained in a dataset. In addition, value reducts are used to remove …

Optimización y caracterización de sistemas de variables vía teoría de conjuntos rugosos

F Chacón Gómez - 2024 - rodin.uca.es
Desde su introducción en los años ochenta por Z. Pawlak, la teoría de conjuntos rugosos
(RST, de sus siglas en inglés, Rough Set Theory) ha sido ampliamente estudiada. Esta …

[PDF][PDF] Ensembles of Classifiers Based on Decision Bireducts

S Stawicki - 2023 - repozytorium.uw.edu.pl
In this dissertation, we present decision bireducts, an extension of decision reducts in the
theory of rough sets, the emphasis of which is on both a subset of attributes which describes …

One-sided Concept Lattices by Blocks

MJ Benítez-Caballero, J Medina - Computational Intelligence and …, 2022 - Springer
One-sided concept lattices is an interesting approach to manage information stored in
databases. This theory considers a blended nature of the studied sets such that one set is …

Information Bireducts and Its Relationship with Reducts

F Chacón-Gómez, ME Cornejo, J Medina… - … and Mathematics for …, 2022 - Springer
Abstract Information bireducts are useful tools in Rough Set Theory in order to
simultaneously reduce the sets of objects and attributes in a dataset. Specifically …