An improvement of rough sets' accuracy measure using containment neighborhoods with a medical application

TM Al-shami - Information Sciences, 2021 - Elsevier
The rough set theory is a nonstatistical mathematical approach to address the issues of
vagueness and uncertain knowledge. The rationale of this theory relies on associating a …

A topological reduction for predicting of a lung cancer disease based on generalized rough sets

MK El-Bably, EA Abo-Tabl - Journal of Intelligent & Fuzzy …, 2021 - content.iospress.com
The present work proposes new styles of rough sets by using different neighborhoods which
are made from a general binary relation. The proposed approximations represent a …

Different kinds of generalized rough sets based on neighborhoods with a medical application

MK El-Bably, TM Al-Shami - International Journal of Biomathematics, 2021 - World Scientific
Approximation space can be said to play a critical role in the accuracy of the set's
approximations. The idea of “approximation space” was introduced by Pawlak in 1982 as a …

Some topological approaches for generalized rough sets and their decision-making applications

R Abu-Gdairi, MA El-Gayar, TM Al-shami, AS Nawar… - Symmetry, 2022 - mdpi.com
The rough set principle was proposed as a methodology to cope with vagueness or
uncertainty of data in the information systems. Day by day, this theory has proven its …

New topological approaches to generalized soft rough approximations with medical applications

MK El-Bably, MI Ali, ESA Abo-Tabl - Journal of Mathematics, 2021 - Wiley Online Library
There are many approaches to deal with vagueness and ambiguity including soft sets and
rough sets. Feng et al. initiated the concept of possible hybridization of soft sets and rough …

Comparison of six types of rough approximations based on j-neighborhood space and j-adhesion neighborhood space

M Atef, AM Khalil, SG Li, AA Azzam… - Journal of Intelligent …, 2020 - content.iospress.com
In this paper, we generalize three types of rough set models based on j-neighborhood space
(ie, type 1 j-neighborhood rough set, type 2 j-neighborhood rough set, and type 3 j …

[PDF][PDF] Decision-making in diagnosing heart failure problems using basic rough sets

DI Taher, R Abu-Gdairi, MK El-Bably, MA El-Gayar - AIMS Math, 2024 - researchgate.net
Decision-making in diagnosing heart failure problems using basic rough sets Page 1 AIMS
Mathematics, 9(8): 21816–21847. DOI: 10.3934/math.20241061 Received: 10 May 2024 …

Three methods to generalize Pawlak approximations via simply open concepts with economic applications

MK El-Bably, M El-Sayed - Soft Computing, 2022 - Springer
The generalizations of rough sets based on topological structures have become the hot topic
of rough set theory. In the present article, based on the notion of j-neighborhood space and …

Rough approximation models via graphs based on neighborhood systems

AEF El Atik, A Nawar, M Atef - Granular computing, 2021 - Springer
Neighborhood systems are used to approximate graphs as finite topological structures.
Throughout this article, we construct new types of eight neighborhoods for vertices of an …

Certain types of coverings based rough sets with application

AS Nawar, MK El-Bably… - Journal of Intelligent & …, 2020 - content.iospress.com
Covering-based rough sets are important generalizations of the classical rough sets of
Pawlak. In this paper, by means of j-neighborhoods, complementary j-neighborhoods and j …