Amr Rashed

Results-oriented professional with 17 years of experience and proven expertise in teaching and writing scientific articles on machine learning, deep learning, FPGA, and bioinformatics for high-impact factor journals. Utilizing abilities to excel in the assistant professor role at the College of Computers & IT or the College of Engineering, dedicated to providing exceptional instruction and contributing to cutting-edge research in these fields.

• C# Programming Language
• Web developer (PHP)
• Programming FPGA, ASIC, and CPLD using VHDL
• PLC and SCADA system
• Computer Maintenance
• MATLAB programming
• Communication system (CDMA)

• Deep learning
• Machine Learning
• FPGA
• Image Processing
• NLP
• COMPUTER VISION
• Bioinformatics

MISR Higher Institute for Engineering and Technology (MET), Mansoura, Egypt,

• Multipurpose Criminal Detection System, Assistant Supervisor, 2011,
• Smart car for blinds, Assistant Supervisor, 2012,
• Data Encryption Standard using FPGA, Assistant Supervisor, 2010

College of Computers and IT, Taif University, Taif, KSA,

• Bone X-Ray Deep-Learning, Assistant Supervisor, 2018,
• Detection and Classification of Leukemia Using DL on a Raspberry Pi, Supervisor, 2023,
• FloraQuest: Classification of plants using DL techniques on a Raspberry Pi, Supervisor, 2024,
• Car Accident Detection Using Deep Learning and Raspberry Pi, Supervisor, 2024

• Adaptive Dynamic Meta-heuristics for Feature Selection and Classification in Diagnostic Accuracy of Transformer Faults, Q2, Taif University Researchers Supporting Project TURSP-2020/34, 2020
• Sequence Alignment Using Machine Learning-Based Needleman_Wunsch Algorithm, Q2, Deanship of Higher Studies, Mansoura University, 2021
• Accelerating DNA pairwise sequence alignment using FPGA and a customized convolutional neural network, Q2, Deanship of Higher Studies, Mansoura University, 2021
• Convolutional neural network-based models for diagnosis of breast cancer, Q2, the Deanship of Scientific Research at King Saud University, 2020
• Optimizing Shear Capacity Prediction of Steel Beams with Machine Learning Techniques, Q2, Deanship of Scientific Research, Taif University, 2023
• Comparative evaluation of automated machine learning techniques for breast cancer diagnosis, Q2, Deanship of Scientific Research, Taif University, 2023
• Conditional cascaded network (CCN) approach for diagnosis of COVID-19 in chest X-ray and CT images using transfer learning, Q2, Deanship of Scientific Research, Taif University, 2023

• Journal, Fast algorithms for license plate detection, IEEE International Conference of Signal Processing, Image Processing, and Pattern Recognition (ICSIPR), 44-48, Coimbatore, India, 2013, 978-1-4673-4861-4
• Journal, DCT vs. DWT Based License Plate Detection, International Journal for Imaging &Robotics (ISSN 0974-0627), 11, 3, 2013
• Journal, Modified Technique for Speaker Recognition using ANN, International Journal of Computer Science and Network Security (IJCSNS), 13, 08, 2013
• Journal, Fast Algorithm for Noisy Speaker Recognition using ANN, International Journal of Computer Engineering & Technology (IJCET), 4.4012, 2014
• Journal, Review of FPD's Languages, Compilers, Interpreters and Tools, International Journal of Novel Research in Computer Science and Software Engineering, 3, 1, 140-158, January-April 2016
• Journal, Saudi Arabia License Plate Detection Based on ANN and Objects Analysis, International Journal of Applied Engineering Research, 0973-4562, 12, 13, 3740-3751, 2017
• Journal, Convolutional neural network-based models for diagnosis of breast cancer, Neural Computing and Applications, 4.774, 2020, https://doi.org/10.1007/s00521-020-05394-5
• Journal, Accelerating DNA pairwise sequence alignment using FPGA and a customized convolutional neural network, Computers & Electrical Engineering, 2.663, 5.3, 92, 2021, 0045-7906, https://doi.org/10.1016/j.compeleceng.2021.107112
• Journal, Pre-trained Convolutional Neural Networks for Breast Cancer Detection using Ultrasound Images, ACM Transaction on Internet Technology, 4.79, 21, 4, July, 2021, 85, 1–17, https://doi.org/10.1145/3418355
• Journal, Adaptive Dynamic Meta-heuristics for Feature Selection and Classification in Diagnostic Accuracy of Transformer Faults, IEEE Access, 3.476, 9, 78324-78340, 2021, https://doi.org/10.1109/ACCESS.2021.3083593
• Journal, Fault Detection Algorithms to Achieve Service Continuity in Photovoltaic Farms, Intelligent Automation & Soft Computing, 30, 2, 2021, https://doi.org/10.32604/iasc.2021.016681
• Journal, Sequence Alignment Using Machine Learning-based Needleman–Wunsch Algorithm, IEEE Access, 3.476, 9, 2021, https://doi.org/10.1109/ACCESS.2021.3100408
• Journal, Comparative evaluation of automated machine learning techniques for breast cancer diagnosis, Biomedical Signal Processing and Control, 5.07, 86, 2023, 105016, https://doi.org/10.1016/j.bspc.2023.105016
• Journal, Conditional cascaded network (CCN) approach for diagnosis of COVID-19 in chest X-ray and CT images using transfer learning, Biomedical Signal Processing and Control, 5.07, 87, 2024, 105563, https://doi.org/10.1016/j.bspc.2023.105563
• Journal, Optimizing Shear Capacity Prediction of Steel Beams with Machine Learning Techniques, Arabian Journal for Science and Engineering, 2.807, 2023, 1-25
• Journal, A Novel Multi-Scaled Deep Convolutional Structure for Punctilious Human Gait Authentication, Biomimetics, 3.4, 9, 364, 2024, https://doi.org/10.3390/biomimetics9060364
• Journal, Facial Image Analysis for Automated Suicide Risk Detection with Deep Neural Networks, Artificial Intelligence Review, 10.7, 2024

• Hossam El-DIN Moustafa, Professor, Mansoura University, 201062100044, hossam_moustafa@hotmail.com
• Tamer Farrag, Associative professor, Taif University, 966547109925, tfarrag@hotmail.com
• Waleed Bahgat, Associative professor, Taibah University, 966500624986, wabahgat@yahoo.com
• Mostafa Elhoseini, Professor, Taibah University, 966563954612, melhosseini@mans.edu.sa

• PI: Mohsen Elkahtany,” Design and Implementation of University Higher Education Management System based on Web Services and Application, Member, Taif University, 2013-2014
• PI: Nehmdoh Sabiha, “Sustainable Electrification of Smart Cities”, Research Group, 6147-440-1, Taif University, Member, Taif University,2019-2021
• PI: Nagy Elkalashy, “Modern Trends of Mathematical Models Applications for Sustainable Energy Systems”, Research Group, 99-441-1, Taif University, Member, Taif University, 2020-2022
• PI: Alaa Abbas, “Fast Algorithm for License Plate Recognition, project number 1 – 437 – 5106,2017, Member, Taif University, 2017
• PI: Mehdi Masoud,” Big Data Analysis for Healthcare Application. Project number: 1-440-6146, Member, Taif University, 2019-2020

Hossam El-DIN Moustafa — Mansoura University
Professor Ph.D. Supervisor
Mobile: +201062100044
Email: hossam_moustafa@hotmail.com
Tamer Farrag — Taif University
Associative professor Co-author
Mobile: +966547109925
Email: tfarrag@hotmail.com
Waleed Bahgat—Taibah University
Associative professor Co-author
Mobile: +966500624986
Email: wabahgat@yahoo.com
Mostafa Elhoseini —Taibah University
Professor Co-author
Mobile: +966563954612
Email: melhosseini@mans.edu.sa

Artificial Intelligence Review journal (IF 10.7)
International Journal of Machine Learning and Cybernetics (IF=5.6)
IEEE ACCESS (IF 3.9)