Matroidal structure of covering-based rough sets through the upper approximation number

S Wang, W Zhu - … of Granular Computing, Rough Sets and …, 2011 - inderscienceonline.com
… properties of covering-based rough sets. Specifically, we define the upper approximation
number to establish the matroidal structure of covering-based rough sets. So many important …

Quantitative analysis for covering-based rough sets through the upper approximation number

S Wang, Q Zhu, W Zhu, F Min - Information Sciences, 2013 - Elsevier
… for classical rough sets have been … , the upper approximation number is defined as a
measurement to quantify covering-based rough sets, and a pair of upper and lower approximation

The axiomatization of the rough set upper approximation operations

GL Liu - Fundamenta Informaticae, 2006 - content.iospress.com
… of rough sets, we start with a binary relation and we redefine a pair of lower and upper
approximation operators using the matrix representation. Different classes of rough set algebras …

[PDF][PDF] Generalized rough set models

YY Yao - Rough sets in knowledge discovery, 1998 - researchgate.net
… acterization of approximation operators has been investigated by a number of … on rough set
algebras characterized by a pair of lower and upper approximation operators, and rough sets

Axiomatics for fuzzy rough sets

NN Morsi, MM Yakout - Fuzzy sets and Systems, 1998 - Elsevier
… a number of further properties of the upper approximation operators of fuzzy T-rough sets. …
our definition, above, for the upper approximation operator AR of a fuzzy T-rough set (X,R), is …

[PDF][PDF] Rough sets: A tutorial

J Komorowski, Z Pawlak, L Polkowski… - Rough fuzzy …, 1999 - academia.edu
… be lately seen in the number of international … rough sets. Some of the toolkits, provide
advanced graphical environments that support the process of developing and validating rough set

Covering based rough set approximations

Y Yao, B Yao - Information Sciences, 2012 - Elsevier
We propose a framework for the study of covering based rough set approximations. Three
equivalent formulations of the classical rough sets are examined by using equivalence …

Rough sets: some extensions

Z Pawlak, A Skowron - Information sciences, 2007 - Elsevier
… We explain the rough set approach to induction of concept approximations using the
generalized approximation spaces of the form AS = (U, I, ν) defined in Section 2.1. …

Information granulation and rough set approximation

YY Yao - International journal of intelligent systems, 2001 - Wiley Online Library
… granulation and approximation in the context of rough set theory, … We focus on the analysis
of approximation structures with … for upper approximation of the union of a finite number of sets

Rough sets

Z Pawlak, J Grzymala-Busse, R Slowinski… - Communications of the …, 1995 - dl.acm.org
… of all elements in the lower approximation of X to the total number of … of upper approximation
is the ratio of the number of all elements in the upper approximation of X to the total number