Suez University
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faculty name

Faculty of Computer and Information

Academic Qualifications

  • Mansoura University, Bachelor’s Degree, Computers and Information System, 2013

  • Suez University, Master's Degree, Information Systems, 2023

Employment / Fellowships

Computer specialist, network engineer in Damietta University

Demonstrator of information systems in Suez University 

Assistant lecturer in the Information Systems Department - Suez University

Training Courses

  • HCIA Datacom - Huawei 

  • HCIA Security - Huawei

  • HCIP Datacom Certified Academy Instructor - Huawei

  • HCIA Access FTTH - Huawei

  • HCIP R&S - Huawei

  • Access Academy Instructor - Huawei

  • Huawei Certified Academy Instructor - Huawei

  • HCIA WLAN - Huawei

  • HCIA Big Data - Huawei

  • HCIA Cloud Computing - Huawei

Awards

    • Logo for Huawei ICT Academy-Egypt

      Grand Prize (Best Instructor) - Huawei ICT Academy-Egypt

      Feb 2022

      Top Instructor - First Rank (Network Track)

    • Logo for Huawei ICT Academy-Egypt

      Instructor of the year - Huawei ICT Academy-Egypt

      Sep 2019

      Top Instructors Network Track

    • Logo for Huawei ICT Academy-Egypt

      Grand Prize (Best Instructor) - Huawei ICT Academy-Egypt

      Feb 2020

      Top Instructor (Network Track)

    • Logo for Huawei ICT Academy-Egypt

      TOP Instructor at network track (3rd in Egypt) - Huawei ICT Academy-Egypt

      Dec 2021

Curriculum Vitae (CV)

 

Build a strong and a highly qualified career in teaching, instructing and research, through working in productive and creative organization. So that in the future we can create leading and advanced teaching methods.

Scopus ID for author

Scopus ID

Research Gate ID

ResearchGate ID

Academic Experience

  •  
  • Logo for Huawei

    Huawei Academy Instructor

    Huawei

    Jul 2019 – Present

    Academy Instructor at Huawei ICT Academy Egypt.

Scientific Papers

  • Adaptive Visual Sentiment Prediction Model Based on Event Concepts and Object Detection Techniques in Social Media.
  • An Optimized Architecture for COVID-19 Prediction Using Chest X-Ray Images.
  • Potato Consumption Forecasting Based on a Hybrid Stacked Deep Learning Model.
  • Potato Harvesting Prediction Using an Improved ResNet-59 Model.
  • Orthopedic disease classification based on breadth-first search algorithm.

Web of Science for Author

WOS ID

An enhanced deep learning model for phishing detection based on bayesian optimization and hybrid CNN VGG19 model

Publish Date

3/31/2026 12:00:00 AM

23

Authors

Ahmed M. Elshewey, Ahmed M. Osman, Hazem M. El-Bakry & Rasha Y. Youssef

A machine learning framework for aerodynamic lift-to-drag ratio prediction of multi-stepped airfoils

Publish Date

10/30/2025 12:00:00 AM

20

Authors

Ahmed M. Elshewey, Mohamed A. Aziz, Shery Asaad Wahba Marzouk, Ahmed M. Elsayed, Hazem M. El-Bakry & Ahmed M. Osman

Enhancing water potability classification using a hybrid GRU with LSTM deep learning models based on relief algorithm and bayesian optimization

Publish Date

12/22/2025 12:00:00 AM

21

Authors

Ahmed M. Elshewey, Hazem M. El-Bakry & Ahmed M. Osman

SD-MAC protocol for wireless sensor network energy consumption

Publish Date

1/28/2026 12:00:00 AM

20

Authors

Sarah M. Alhammad, Safia Abbas, Ahmed M. Elshewey, Ahmed M. Osman & Yasser Fouad

Enhancing encrypted HTTPS traffic classification based on stacked deep ensembles models

Publish Date

10/9/2025 12:00:00 AM

23

Authors

Ahmed M. Elshewey & Ahmed M. Osman

Enhancing forest fires classification using a hybrid convolutional and BiLSTM deep learning model

Publish Date

8/4/2025 12:00:00 AM

26

Authors

Ahmed M. Elshewey, Ahmed M. Osman, Rasha Y. Youssef, Hazem M. El-Bakry & Samah A. Z. Hassan

DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network

Publish Date

8/9/2025 12:00:00 AM

25

Authors

Ahmed M. Elshewey, Safia Abbas, Ahmed M. Osman, Eman Abdullah Aldakheel & Yasser Fouad

Prediction of aerodynamic coefficients based on machine learning models

Publish Date

3/24/2025 12:00:00 AM

36

Authors

Ahmed M. Elshewey, Mohamed A. Aziz, Osama A. Gaheen, Mohamed S. Sawah, A. Abd ELhamid & Ahmed M. Osman

Enhancing Hydrogen Energy Consumption Prediction Based on Stacked Machine Learning Model with Shapley Additive Explanations

Publish Date

5/31/2025 12:00:00 AM

31

Authors

Ahmed M. Elshewey, Samah A. Z. Hassan, Rasha Y. Youssef, Hazem M. El-Bakry & Ahmed M. Osman

Water potability classification based on hybrid stacked model and feature selection

Publish Date

3/6/2025 12:00:00 AM

45

Authors

Ahmed M. Elshewey, Rasha Y. Youssef, Hazem M. El-Bakry & Ahmed M. Osman

Credit Card Fraud Detection based on Deep Learning Models

Publish Date

12/5/2024 12:00:00 AM

45

Authors

El-Sayed M. El-Kenawy, Ahmed Mohamed Zaki, Wei Hong Lim, Abdelhameed Ibrahim, Marwa M. Eid, Ahmed M. Osman, Ahmed M. Elshewey

An optimized model for Liver disease classification based on BPSO Using Machine learning models

Publish Date

12/10/2024 12:00:00 AM

46

Authors

El-Sayed M. El-Kenawy , Nima Khodadadi, , Abdelhameed Ibrahim , Marwa M. Eid , Ahmed M. Osman, Ahmed M. Elshewey

An optimized Framework for kidney disease Detection and Prediction Using DL Techniques

Publish Date

9/20/2024 12:00:00 AM

41

Authors

El-Sayed M El-Kenawy, Marwa M Eid, Ahmed M Elshewey, Ahmed M Osman

Orthopedic disease classification based on breadth-first search algorithm

Publish Date

10/8/2024 12:00:00 AM

39

Authors

An Optimized Architecture for COVID-19 Prediction Using Chest X-Ray Images

Publish Date

11/19/2023 12:00:00 AM

76

Authors

Yasser Fouad, Ahmed M. Osman, Ibrahim E. Abdelmaged, Ahmed Mohamed Zaki, AhmedM. Elshewey

Potato Harvesting Prediction Using an Improved ResNet-59 Model

Publish Date

8/1/2024 12:00:00 AM

107

Authors

Abdelaziz A. Abdelhamid, Amel Ali Alhussan, Al-Seyday T. Qenawy, Ahmed M. Osman, Ahmed M. Elshewey & Marwa Eed

Potato Consumption Forecasting Based on a Hybrid Stacked Deep Learning Model

Publish Date

7/15/2024 12:00:00 AM

154

Authors

Marwa Eed, Amel Ali Alhussan, Al-Seyday T. Qenawy, Ahmed M. Osman, Ahmed M. Elshewey & Reham Arnous

Adaptive Visual Sentiment Prediction Model Based on Event Concepts and Object Detection Techniques in Social Media

Publish Date

7/30/2023 12:00:00 AM

250

Authors

Author 1: Yasser Fouad Author 2: Ahmed M. Osman Author 3: Samah A. Z. Hassan Author 4: Hazem M. El-Bakry Author 5: Ahmed M. Elshewey