Managing Bank Loans By Using Neural Networks
This study aims at recognizing the role of neural networks in deciding administrative decisions in banks. To achieve the aims, the study developed a suggested model that depends on artificial neural networks as a stabilization tool to support loans management decisions. The Descent Conjugate Gradien...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Mosul University
2022-06-01
|
| Series: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Subjects: | |
| Online Access: | https://csmj.mosuljournals.com/article_174419_d9451566d2ce818952fe2a190cc942df.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849768669735813120 |
|---|---|
| author | ramadan al-Brahimi Nima Abdullah AL-Fakhry AL-Fakhry |
| author_facet | ramadan al-Brahimi Nima Abdullah AL-Fakhry AL-Fakhry |
| author_sort | ramadan al-Brahimi |
| collection | DOAJ |
| description | This study aims at recognizing the role of neural networks in deciding administrative decisions in banks. To achieve the aims, the study developed a suggested model that depends on artificial neural networks as a stabilization tool to support loans management decisions. The Descent Conjugate Gradient algorithm is adopted to build the suggested model through checking loan demands according to the various banking instructions. The results showed that using such techniques in administrative business was a success through evaluating loan demands and deciding the most appropriate ones, with the possibility of refusing or accepting the agent’s demand, and also the possibility of deciding the loans which were demanded more than the other types. |
| format | Article |
| id | doaj-art-8ef2aee55d0b4a069261757205f65caa |
| institution | DOAJ |
| issn | 1815-4816 2311-7990 |
| language | English |
| publishDate | 2022-06-01 |
| publisher | Mosul University |
| record_format | Article |
| series | Al-Rafidain Journal of Computer Sciences and Mathematics |
| spelling | doaj-art-8ef2aee55d0b4a069261757205f65caa2025-08-20T03:03:42ZengMosul UniversityAl-Rafidain Journal of Computer Sciences and Mathematics1815-48162311-79902022-06-0116114915510.33899/csmj.2022.174419174419Managing Bank Loans By Using Neural Networksramadan al-Brahimi0Nima Abdullah AL-Fakhry AL-Fakhry1management Information Systems Department, College, University of Mosulنظم المعلومات الاداریة /کلیة الادارة والاقتصاد / جامعة الموصل / الموصل / العراقThis study aims at recognizing the role of neural networks in deciding administrative decisions in banks. To achieve the aims, the study developed a suggested model that depends on artificial neural networks as a stabilization tool to support loans management decisions. The Descent Conjugate Gradient algorithm is adopted to build the suggested model through checking loan demands according to the various banking instructions. The results showed that using such techniques in administrative business was a success through evaluating loan demands and deciding the most appropriate ones, with the possibility of refusing or accepting the agent’s demand, and also the possibility of deciding the loans which were demanded more than the other types.https://csmj.mosuljournals.com/article_174419_d9451566d2ce818952fe2a190cc942df.pdfneural networksmanaging loans |
| spellingShingle | ramadan al-Brahimi Nima Abdullah AL-Fakhry AL-Fakhry Managing Bank Loans By Using Neural Networks Al-Rafidain Journal of Computer Sciences and Mathematics neural networks managing loans |
| title | Managing Bank Loans By Using Neural Networks |
| title_full | Managing Bank Loans By Using Neural Networks |
| title_fullStr | Managing Bank Loans By Using Neural Networks |
| title_full_unstemmed | Managing Bank Loans By Using Neural Networks |
| title_short | Managing Bank Loans By Using Neural Networks |
| title_sort | managing bank loans by using neural networks |
| topic | neural networks managing loans |
| url | https://csmj.mosuljournals.com/article_174419_d9451566d2ce818952fe2a190cc942df.pdf |
| work_keys_str_mv | AT ramadanalbrahimi managingbankloansbyusingneuralnetworks AT nimaabdullahalfakhryalfakhry managingbankloansbyusingneuralnetworks |