نشرت د. نسرين الثلجي العديد من
الأبحاث في مجلات ومؤتمرات مرموقة. تتضمن بعض أعمالها البارزة مساهمات في التعلم
العميق للصور الطبية، الذكاء الاصطناعي في مجال الأمن السيبراني، وخوارزميات
معالجة اللغة العربية.
قائمة
الأبحاث المنشورة بمجلات عالمية مصنفة:
1. N. Thalji,
E. Aljarrah, M. H. Almomani, A. Raza, H. Migdady, and L. Abualigah,
"Segmented X-ray Image Data for Diagnosing Dental Periapical Diseases
Using Deep Learning," Data in Brief, vol. 110539, May 2024.
2. N.
J. Thalji, "A Survey of Arabic Root Extraction Algorithms," Iraqi
Journal of Science, vol. 65, no. 4, 2024.
3. F.
Younas, A. Raza, N. Thalji, L. Abualigah, R. A. Zitar, and H. Jia, "An
Efficient Artificial Intelligence Approach for Early Detection of Cross-Site
Scripting Attacks," Decision Analytics Journal, vol. 11, p. 100466, Jun.
2024.
4. H.
A. Madni, A. Raza, R. Sehar, N. Thalji, and L. Abualigah, "Novel Transfer
Learning Approach for Driver Drowsiness Detection Using Eye Movement
Behavior," IEEE Access, Apr. 2024.
5. N.
Thalji, A. Raza, M. S. Islam, N. A. Samee, and M. M. Jamjoom, "AE-Net:
Novel Autoencoder-Based Deep Features for SQL Injection Attack Detection,"
IEEE Access, vol. 11, pp. 135507-135516, Nov. 2023.
6. N.
J. Thalji, E. Aljarrah, R. Rateb, and A. R. Al-Shorman, "New Arabic Root
Extraction Algorithm," International Journal of Advanced Computer Science
and Applications, vol. 14, no. 5, 2023.
7. N.
Thalji, N. A. Hanin, W. B. Hani, S. Al-Hakeem, and Z. Thalji, "A Novel
Rule-Based Root Extraction Algorithm for Arabic Language," International
Journal of Advanced Computer Science and Applications, vol. 9, no. 10, 2018.
8. N.
Thalji, N. A. Hanin, Z. Thalji, and S. Al-Hakeem, "Enhancing the Accuracy
of Sonbol’s Arabic Root Extraction Algorithm," Jordanian Journal of
Computers and Information Technology, vol. 4, no. 3, Dec. 2018.
9. N.
Thalji, N. Hanin, Z. Thalji, W. B. Hani, and S. Al-Hakeem, "Towards
Improving Rule-Based Arabic Root Extraction Algorithm for Non-Vocalized
Text," International Journal of Computer and Information Technology, vol.
7, no. 6, pp. 235-242, 2018.
10. N. Thalji, N. A.
Hanin, Y. Yacob, and S. Al-Hakeem, "Corpus for Test, Compare and Enhance
Arabic Root Extraction Algorithms," Corpus, vol. 8, no. 5, 2017.
11. N. J. Thalji and S.
Alhakeem, "Developing an Effective Light Stemmer for Arabic Language
Information Retrieval," International Journal of Computer and Information
Technology, vol. 5, no. 1, pp. 55-59, 2016.
الابحاث المنشورة بمؤتمرات عالمية مصنفة:
1. Mohammed NQ, Amir A, Ahmad B, Salih MH, Arrfou H,
Thalji N, Matem R, Abbas JK, Hussien QM, Abdulhassan MM. A Review on
Implementation of AES Algorithm Using Parallelized Architecture on FPGA
Platform. In2023 IEEE International Conference on Advanced Systems and Emergent
Technologies (IC_ASET) 2023 Apr 29 (pp. 1-6). IEEE.
2. Z. Thalji and N. Thalji,
"Compression of Color Images Using Hybrid Algorithms Using Joint
Photographic Experts Group," in Middle-East Conference on Contemporary
Sciences IV, 2020, pp. 212–229.
