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416295

Towards Pawlak Rough Approximations Theory with Applications

Article

Last updated: 09 Mar 2025

Subjects

-

Tags

Engineering Physics and Mathematics

Abstract

When diagnosing a disease, the most difficulty thing doctors face is making an accurate decision to correctly determine the disease due to the similarity of the symptoms of different diseases. Therefore, in this research, using Pawlak's rough set model, upper approximation, lower approximation and by using nano-topology the factors affecting decision-making when afflicted with any disease were identified. Using the nano topology, we reduced the attributes in two real life situations by applying the knowledge as an information systems. Here, we have demonstrated by topological reduction of the decision criteria of a recent outbreak of "Hepatitis C" that fever and yellow skin and eyes are the most important indicators of the disease. It became clear from this, that the point of view of mathematical methods is completely consistent with the medical expert's point of view. The effectiveness of rough set theory as a novel mathematical technique for extrapolating inferences from data has been demonstrated. It appears that the rough set concept will soon find very intriguing new applications. These consist of rough control, rough data bases, rough information retrieval, rough neural network and others.

DOI

10.21608/jctae.2025.354124.1040

Keywords

rough set, Lower approximation, Upper approximation, Nano topology, hepatitis C

Authors

First Name

samah

Last Name

Elkhouli

MiddleName

-

Affiliation

Department of Engineering Physics and Mathematics Faculty of Engineering,Faculty of Engineering, Kafrelsheikh University, Kafrelsheikh

Email

samah.elkhouli1@eng.kfs.edu.eg

City

-

Orcid

-

First Name

Arafa A.

Last Name

Nasef

MiddleName

-

Affiliation

Department of Physics and Engineering Mathematics, Faculty of Engineering, Kafrelsheikh University, Kafrelsheikh 33516, Egypt;

Email

arafa.nasif@eng.kfs.edu.eg

City

Tanta

Orcid

-

First Name

Mona

Last Name

A.Nasef

MiddleName

-

Affiliation

(b) Department of Tropical Medicine, Infectious Diseases, Faculty of Medicine, Tanta University, Tanta, Egypt.

Email

drmona11@yahoo.com

City

Tanta

Orcid

-

Volume

3

Article Issue

2

Related Issue

54337

Issue Date

2025-03-01

Receive Date

2025-01-20

Publish Date

2025-03-01

Page Start

55

Page End

62

Print ISSN

2812-5797

Online ISSN

2812-5800

Link

https://jctae.journals.ekb.eg/article_416295.html

Detail API

http://journals.ekb.eg?_action=service&article_code=416295

Order

416,295

Type

Original Article

Type Code

2,367

Publication Type

Journal

Publication Title

Journal of Contemporary Technology and Applied Engineering

Publication Link

https://jctae.journals.ekb.eg/

MainTitle

Towards Pawlak Rough Approximations Theory with Applications

Details

Type

Article

Created At

09 Mar 2025