الأبحاث

لمياء عبد الله احمد الرفاعى

أستاذ

كلية الهندسة بشبرا الهندسة الكهربائية

Soad Almabdy and Lamiaa Elrefaei, " Feature Extraction and Fusion for Face Recognition Systems using Pre-Trained Convolutional Neural Networks ", International Journal of Computing and Digital Systems (IJCDS), vol: 10, No.1, pp. 455-461, April 2021. DOI: http://dx.doi.org/10.12785/ijcds/100144

2021

Nouf Rahimi, Fathy Eassa, Lamiaa Elrefaei, "An Ensemble Machine Learning Technique for Functional Requirement Classification" Symmetry, Vol.12, No.10, pp. 1601, September 2020, DOI: 10.3390/sym12101601

Multidisciplinary Digital Publishing Institute 2020

Arwa S. Al-Shannaq and Lamiaa A. Elrefaei, "AGE ESTIMATION USING SPECIFIC DOMAIN TRANSFER LEARNING", Jordanian Journal of Computers and Information Technology (JJCIT), vol: 6, No.2, pp. 123-140, June 2020.

2020

Norah Abdullah Al-johani and Lamiaa A. Elrefaei, “PALMPRINT AND DORSAL HAND VEIN MULTI-MODAL BIOMETRIC FUSION USING DEEP LEARNING”, International Journal of Artificial Intelligence and Machine Learning (IJAIML), Vol.10, No.2, 2020.

2020

Manal M. Khayyat and Lamiaa A. Elrefaei, “Towards Author Recognition of Ancient Arabic Manuscripts Using Deep Learning: A Transfer Learning Approach”, International Journal of Computing and Digital Systems (IJCDS), Vol 9, No 5, P.783-799, September 2020. DOI: 10.12785/ijcds/090502

2020

Manal M. Khayyat and Lamiaa A. Elrefaei, “A Deep Learning Based Prediction of Arabic Manuscripts Handwriting Style”, The International Arab Journal of Information Technology (IAJIT), Vol 17, No 5, P.1-10, September 2020. DOI: 10.34028/iajit/17/5/3

2020

Manal M. Khayyat and Lamiaa A. Elrefaei, " Manuscripts Image Retrieval Using Deep Learning Incorporating a Variety of Fusion Levels", IEEE Access, Vol.8, No.1, pp. 136460 - 136486, July 2020, DOI: 10.1109/ACCESS.2020.3010882

IEEE 2020

Mona S Al-Kharraz, Lamiaa A. Elrefaei, and Mai A Fadel, " Automated system for chromosome karyotyping to recognize the most common numerical abnormalities using deep learning", IEEE Access, Vol.8, No.1, pp. 157727 - 157747, August 2020, DOI: 10.1109/ACCESS.2020.3019937

IEEE 2020

Tahani Q. Alhassan, Shefaa S. Omar, Lamiaa A. Elrefaei, Game of Bloxorz Solving Agent Using Informed and Uninformed Search Strategies, Procedia Computer Science, Volume 163, 2019, Pages 391-399, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2019.12.121.

2020

Lamiaa A. Elrefaei, Tahani Q. Alhassan, Shefaa S. Omar, An Arabic Visual Dataset for Visual Speech Recognition, Procedia Computer Science, Volume 163, 2019, Pages 400-409, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2019.12.122.

2020

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Electrical Engineering