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328796

A Proposed Model for Measuring Neutrosophic Inference of Comparative Nucleic Acids

Article

Last updated: 24 Dec 2024

Subjects

-

Tags

Mathematics & computer sciences and physics.

Abstract

This paper introduces a novel neutrosophic inference model for the field of bioinformatics. The model is applied to develop a robust model for precise comparisons of human nucleic acids, where a new DNA sequence is matched against a comprehensive database of old nucleic acids. The results are analyzed in terms of accuracy, certainty, uncertainty, impartiality, and neutrality. Although the proposed model obtained an average accuracy rate of 33% in some cases, the similarities between sequences indicating its ability to accurately with a high accuracy rate of 85% for dissimilarity which highlights its effectiveness in distinguishing dissimilar sequences. However, the neutrality criterion yielding 0% in some cases may raise concerns about potential biases in the model's results towards specific samples. Further research is needed to understand the factors influencing neutrality and improve it for unbiased results. In conclusion, this study emphasizes the importance of employing neutrosophic inference models in the field of bioinformatics. It establishes a reliable benchmark for future nucleic acid comparisons, paving the way for advanced and more comprehensive applications in sequence analysis and genomic research.

DOI

10.21608/ajbas.2023.227381.1165

Keywords

Keywords: Neutrosophic, DNA, Database, Bioinformatics, Medicalinformatics

Authors

First Name

Romany

Last Name

farag

MiddleName

messhia

Affiliation

Dept. of Math and Computer Science., Faculty of Science, Port Said Univ., Egypt

Email

blackfox2100@gmail.com

City

-

Orcid

-

First Name

Mahmoud

Last Name

Shams

MiddleName

Y.

Affiliation

Faculty of Artificial Intelligence, Kafrelsheikh University

Email

myysd2012@gmail.com

City

Kafrelsheikh

Orcid

0000-0003-3021-5902

First Name

Dalia

Last Name

Awad

MiddleName

-

Affiliation

Port said university

Email

drdaliaawad@yahoo.com

City

-

Orcid

-

First Name

Hazem

Last Name

El-Bakry

MiddleName

-

Affiliation

Dept. of Information Systems, Faculty of Computer and Information sciences, Mansoura University Egypt

Email

elbakry@mans.edu.eg

City

-

Orcid

-

First Name

Ahmed

Last Name

Salama

MiddleName

-

Affiliation

Department of Mathematics, Faculty of Sience, Port Said University; Port Said, Egypt

Email

drsalama44@gmail.com

City

-

Orcid

-

Volume

5

Article Issue

1

Related Issue

45182

Issue Date

2024-01-01

Receive Date

2023-08-05

Publish Date

2024-01-01

Page Start

134

Page End

150

Online ISSN

2682-275X

Link

https://ajbas.journals.ekb.eg/article_328796.html

Detail API

https://ajbas.journals.ekb.eg/service?article_code=328796

Order

328,796

Type

Original Article

Type Code

947

Publication Type

Journal

Publication Title

Alfarama Journal of Basic & Applied Sciences

Publication Link

https://ajbas.journals.ekb.eg/

MainTitle

A Proposed Model for Measuring Neutrosophic Inference of Comparative Nucleic Acids

Details

Type

Article

Created At

24 Dec 2024