Al-Ahliyya Amman University
Dr. Ahmad Alshamayleh
Assistant Professor
Major: Artificial Intelligence
Department: Data Science and Artificial Intelligence Department
Faculty: Faculty of Information Technology
Email:
Extention: 2129
Profiles:
COURSES TAUGHT
- Artificial Intelligence
- Machine Learning & Deep Learning
- Software Engineering
- Digital Logic Design
- Database
- Oracle Database
- Computer Skill
- Information Retrieval
- Natural Language Processing
- Business Intelligence
- Discrete mathematics
- Introduction to Information Technology
ACADEMIC RANKS
| Rank | University | Country | Date |
|---|---|---|---|
| Assistant Professor | Al-Ahliyya Amman University | Jordan | 2022 |
| Lecturer | University Malaya | Malaysia | 2019 |
| Lecturer | The University of Jordan | Jordan | 2013 |
QUALIFICATION
| Degree | Institute | Specialization | Country | Date |
|---|---|---|---|---|
| بكالوريوس | Hashemite University | Software Engineering | الأردن | September / 2011 |
| Phd | University of Malaya | Artificial Intelligence | ماليزيا | September / 2020 |
| Masters Degree | The University of Jordan | Information Systems | الأردن | August / 2014 |
WORK EXPERIENCE
| Job Title | Institute | Time Period |
|---|---|---|
| Head of Al-Balqa Journal for Research and Studies | Al-Ahliyya Amman University | July / 2024 - January / Present |
| Head of the Departments of Data Science & Artificial Intelligence and Computer Science | Al-Ahliyya Amman University | March / 2024 - January / Present |
| Assistant Professor | Al-ahliyya Amman University | September / 2022 - September / Present |
| Lecturer | Research Assistant | February / 2019 - September / 2021 |
| AI Software Quality Assurance | Excellence through Quality ‘EtQ’ | July / 2013 - February / 2015 |
| Lecturer | Teaching Assistant | February / 2013 - July / 2013 |
RESEARCH INTERESTS
- Artificial Intelligence
- Machine Learning & Deep Learning
- Software Engineering
- Gesture Recognition
RESEARCHES AND PUBLICATIONS
- W Ibrar, D Mahmood, AS Al-Shamayleh, G Ahmed, SZ Alharthi, (2025) Generative AI: a double-edged sword in the cyber threat landscape Artificial Intelligence Review, 58(9)
- Hamid A Jalab, Ahmad Sami Al-Shamayleh, Mosleh M Abualhaj, Qusai Y Shambour, Herman Khalid Omer (2025) Machine learning classification method for wheelchair detection using bag-of-visual-words technique Disability and Rehabilitation: Assistive Technology, 15
- J Malik, A Akhunzada, AS Al-Shamayleh, S Zeadally, A Almogren (2025) Hybrid deep learning based threat intelligence framework for Industrial IoT systems Journal of Industrial Information Integration, 45
- Daksh Dave, Adnan Akhunzada, Nikola Ivković, Sujan Gyawali, Korhan Cengiz, Adeel Ahmed, Ahmad Sami Al-Shamayleh (2025) Diagnostic test accuracy of AI-assisted mammography for breast imaging: a narrative review PeerJ Computer Science, 11
- Ahmad Sami Al-Shamayleh (2025) Bridging Innovation and Security: Advancing Cyber-Threat Detection Proceedings of the 1st International Conference on Creativity, Technology, and Sustainability: CCTS 2024, 15–16 May, Jeddah, Saudi Arabia, CCTS 2024, 15–16 May, Jeddah, Saudi Arabia
- Ahmad Sami Al-Shamayleh, Hafsa Riasat, Ala Saleh Alluhaidan, Ali Raza, Sahar A El-Rahman, Diaa Salama AbdElminaam (2025) Novel transfer learning based acoustic feature engineering for scene fake audio detection Scientific Reports, 15
- A Kanwal, M Lau, A Sami, A Akhunzada, S Chandrasekaran (2024) Navigating the Stock Market: The Role of State-of-the-Art Deep Learning Techniques Al-Balqa Journal for Research and Studies, 27(4)
- Hussam N Fakhouri, Ahmad Sami Al-Shamayleh, Abdelraouf Ishtaiwi, Sharif Naser Makhadmeh, Sandi N Fakhouri, Faten Hamad (2024) Hybrid Four Vector Intelligent Metaheuristic with Differential Evolution for Structural Single-Objective Engineering Optimization Algorithms, 17(9)
- Abdelraouf Ishtaiwi, Ahmad Sami Al-Shamayleh, Hussam N Fakhouri (2024) A Hybrid JADE–Sine Cosine Approach for Advanced Metaheuristic Optimization Applied Sciences, 14(22)
- W Ibrar, D Mahmood, AS Al-Shamayleh, G Ahmed, SZ Alharthi (2024) Generative AI: a double-edged sword in the cyber threat landscape Artificial Intelligence Review, 2025
- A Alam, AS Al-Shamayleh, N Thalji, A Raza, EA Morales Barajas (2024) Novel transfer learning based bone fracture detection using radiographic images BMC Medical Imaging, 25(1)
- Mosleh M Abualhaj, Ahmad Sami Al-Shamayleh, Alhamza Munther, Sumaya Nabil Alkhatib, Mohammad O Hiari, Mohammed Anbar (2024) Enhancing spyware detection by utilizing decision trees with hyperparameter optimization Bulletin of Electrical Engineering and Informatics, 13(5)
- T Kehkashan, RA Riaz, AS Al-Shamayleh, A Akhunzada, N Ali, M Hamza (2024) AI-generated text detection: A comprehensive review of methods, datasets, and applications Computer Science Review, 2025
- Adnan Akhunzada, Ahmad Sami Al-Shamayleh, Sherali Zeadally, Ahmad Almogren, Ahmad Adel Abu-Shareha (2024) Design and performance of an AI-enabled threat intelligence framework for IoT-enabled autonomous vehicles Computers and Electrical Engineering, 119
- Ghulam Mustafa, Abid Rauf, Ahmad Sami Al-Shamayleh, Muhammad Tanvir Afzal, Ali Waqas, Adnan Akhunzada (2024) Defining Quantitative Rules for Identifying Influential Researchers: Insights from Mathematics Domain Heliyon, 10(9)
- M Maaz, G Ahmed, AS Al-Shamayleh, A Akhunzada (2024) Empowering IoT Resilience: Hybrid Deep Learning Techniques for Enhanced Security IEEE ACCESS, 12
- Kainat Babar, Muhammad Usman Yaseen, Ahmad Sami Al-Shamayleh, Muhammad Imran, Abdullah Hussein Al-Ghushami, Adnan Akhunzada (2024) LPN-IDD: A Lightweight Pyramid Network for Image Deraining and Detection IEEE ACCESS, 12
- Shazia Nasim, Ahmad Sami Al-Shamayleh, Nisrean Thalji, Ali Raza, Laith Abualigah, Ahmed Ibrahim Alzahrani, Ayed Alwadain, Deema mohammed Alsekait, Hazem Migdady, Diaa Salama Abd Elminaam (2024) Novel Meta Learning Approach for Detecting Postpartum Depression Disorder Using Questionnaire Data IEEE ACCESS, 12
- Natasha Akram, Rabia Irfan, Ahmad Sami Al-Shamayleh, Adila Kousar, Abdul Qaddos, Muhammad Imran, Adnan Akhunzada (2024) Online Recruitment Fraud (ORF) Detection Using Deep Learning Approaches IEEE ACCESS, 12
- Ahmad Sami Al-Shamayleh, Aadil Raza, Zulfiqar Ali, Saad Malik, Saeed Iqbal, Basit Raza, Muhammad Iqbal, Ahmad Atieh (2024) Performance Evaluation of Optical Transmission Based on Link Estimation by Using Deep Learning Techniques IEEE ACCESS, 12
- FU Jan, R Badar, AS Al-Shamayleh, A Uehara, T Senjyu, A Akhunzada (2024) Soft Computing based Damping Controllers with Online Parameters Tuning for Stability Enhancement of Power Systems IEEE Access, 2025
- Shakeel Ahmad, Muhammad Zaman, Ahmad Sami AL-Shamayleh, Tanzila Kehkashan, Rahiel Ahmad, Muhammad Abdulhamid Safi’I, Ismail Ergen, Adnan Akhunzada (2024) Across the Spectrum In-Depth Review AI-Based Models for Phishing Detection IEEE Open Journal of the Communications Society, 2024
- AA Khan, S Siddiqui, AS Al‐Shamayleh, A Akhunzada, I Dey (2024) DFROG‐MAC: A Dynamic Fragmentation‐Based MAC for Prioritised Emergency Data Management in Vehicular Networks IET Wireless Sensor Systems, 2025
- TM Ghazal, MK Hasan, KN Raju, MA Khan, A Alshamayleh, MW Bhatt (2024) Data Space Privacy Model with Federated Learning Technique for Securing IoT Communications in Autonomous Marine Vehicles Journal of Intelligent & Robotic Systems, 2025
- R Shafique, AS Al-Shamayleh, SK Posa, A Ishaq, F Rustam (2024) Advancing Ovarian Cancer Outcomes with CTGAN-Enhanced Hybrid Machine Learning Approach Knowledge-Based Systems, 2025
- AS Al-Shamayleh, RW Ibrahim (2024) Grapevine Disease Detection Using (q, τ)-Nabla Calculus Quantum Deformation with Deep Learning Features MethodsX, 2025
- Ahmad Sami Al-Shamayleh, Omar Adwan, Mohammad A Alsharaiah, Abdelrahman H Hussein, Qasem M Kharma, Christopher Ifeanyi Eke (2024) A comprehensive literature review on image captioning methods and metrics based on deep learning technique Multimedia Tools and Applications, 83 pages 34219–34268
- CI Eke, AS Al-Shamayleh, M Phiri, K Maswadi, DK Kwaghtyo, M Mulenga (2024) Machine Learning Based Mobile Big Data Analytics: State-of-the-art Applications, Taxonomy, Challenges and Future Research Directions Nigerian Journal of Technological Development , 2025
- N Ahmad Khan, A Banga, TM Ghazal, B Alabdullah, N Iqbal (2024) Unveiling a novel S-Box strategy: The dynamic 3D scrambling approach PLoS One , 2025
- A Vinayagam, SS Balaji, M R, S Mishra, A Alshamayleh (2024) Discrimination of High Impedance Fault in Microgrids: A Rule-Based Ensemble Approach with Supervised Data Discretisation Processes , 2025
- Abdul Qaddos, Muhammad Usman Yaseen, Ahmad Sami Al-Shamayleh, Muhammad Imran, Adnan Akhunzada, Salman Z Alharthi (2024) A novel intrusion detection framework for optimizing IoT security Scientific Reports, 14(1)
- SS Hussain, PM Shah, H Dawood, X Degang, A Alshamayleh, MA Khan (2024) A swin transformer and CNN fusion framework for accurate Parkinson disease classification in MRI Scientific Reports, 2025
- Arifa Zahir, Zulfiqar Ali, Ahmad Sami Al-Shamayleh, Syed Raza Ab bas, Basharat Mahmood, Abdullah Hussein Al-Ghushami, Rubina Adnan, Adnan Akhunzada (2024) Enhanced climate change resilience on wheat anther morphology using optimized deep learning techniques Scientific Reports, 14(1)
- F Rustam, AS Al-Shamayleh (2024) Enhanced detection of diabetes mellitus using novel ensemble feature engineering approach and machine learning model Scientific Reports, 14(1)
- Ahmad Sami Al-Shamayeh, Dumitru Baleanu, Rabha W. Ibrahim (2023) Image Splicing Detection Using Generalized Whittaker Function Descriptor CMC-Computers, Materials & Continua, 75(2)
- Ahmad Sami Al-Shamayleh (2023) Deep Learning-Based Classification of Chest Diseases Using X-rays, CT Scans, and Cough Sound Images Diagnostics, 13
- Ahmad Sami Al-Shamayleh, Adnan Akhunzada, Aadil Raza, Muhammad Fasih Uddin Butt (2023) Delay Optimization in LoRaWAN by Employing Adaptive Scheduling Algorithm With Unsupervised Learning IEEE ACCESS, 11
- Ahmad Sami Al-Shamayleh (2023) DHSDJArch: an efficient design of distributed heterogeneous stream-disk join architecture IEEE ACCESS, 11
- Zulfiqar Ali, Asif Muhammad, Ahmad Sami Al-Shamayleh, Kashif Naseer Qureshi, Wagdi Alrawagfeh, Adnan Akhunzada (2023) Enhancing Performance of Movie Recommendations Using LSTM With Meta Path Analysis IEEE ACCESS, 11
- Ahmad Sami Al-Shamayleh (2023) Exploring the Significance of Publication-Age-Based Parameters for Evaluating Researcher Impact IEEE ACCESS, 11
- BILAL AHMED, LI WANG, AHMAD SAMI AL-SHAMAYLEH, MUHAMMAD TANVIR AFZAL, GHULAM MUSTAFA, WAGDI ALRAWAGFEH, ADNAN AKHUNZADA (2023) Machine Learning Approach for Effective Ranking of Researcher Assessment Parameters IEEE ACCESS, 11
- Ahmad Sami Al-Shamayleh (2023) Optimizing Document Classification: Unleashing the Power of Genetic Algorithms IEEE ACCESS, 11
- W Khalil, S Haider, Ahmad Sami Al-Shamayleh, A Akhunzada, A Gani (2023) Risk Factors and practices for the Development of Open Source Software from Developers’ Perspective IEEE ACCESS, 2023
- Ayham Alomari, Ahmad Sami Al-Shamayleh, Norisma Idris, Aznul Qalid Md Sabri, Izzat Alsmadi, Danah Omary (2023) Warm-Starting for Improving the Novelty of Abstractive Summarization IEEE ACCESS, 11
- Ahmad Sami Al-Shamayleh (2023) Face Plastic Surgery Recognition Model Based on Neural Network and Meta-Learning Model Journal of Universal Computer Science, 29 (10)
- Migration Letters (2023) Cold Start Reduction Using Residual Neural Networks in Recommender Systems Migration Letters, 20 (S6)
- Javed Iqbal, Haris Jibran, Ahmad Sami Al-Shamayleh, Fakhar Abbas, Adnan Akhunzada, Salman Z Alharthi, Abdullah Gani (2023) Comparative study of SPI success factors in global and in-house environment for large-scale software companies PeerJ Computer Science, 9
- Mona Hmoud Al-Sheikh, Omran Al Dandan, Ahmad Sami Al-Shamayleh, Hamid A Jalab, Rabha W Ibrahim (2023) Multi-class deep learning architecture for classifying lung diseases from chest X-Ray and CT images Scientific reports, 13 (1)
- Khalid Saeed, Wajeeha Khalil, Ahmad Sami Al-Shamayleh, Iftikhar Ahmad, Adnan Akhunzada, Salman Z. ALharethi, and Abdullah Gani (2023) Analyzing the Impact of Active Attack on the Performance of the AMCTD Protocol in Underwater Wireless Sensor Networks Sensors Mdpi, 23,6
- Khalid Saeed, Wajeeha Khalil, Ahmad Sami Al-Shamayleh, Sheeraz Ahmed, Adnan Akhunzada, Salman Z Alharthi, Abdullah Gani (2023) A Comprehensive Analysis of Security-Based Schemes in Underwater Wireless Sensor Networks Sustainability , 15(9)
- T Anees, Q Habib, Ahmad Sami Al-Shamayleh, (2023) The Integration of WoT and Edge Computing: Issues and Challenges Sustainability , 15(7)
- Ahmad Sami AL-Shamayleh, Rasha Ragheb Atallah, Amirrudin Kamsin & Maizatul Akmar Ismail (2022) Neural Network with Agnostic Meta-Learning Model For Face-Aging Recognition NN-MAML Malaysian Journal of Computer Science (MJCS) , 35(1)
- Ahmad Sami Al-Shamayleh, Rodina Ahmad, Nazean Jumhari, Mohammad A. M. Abushariah (2020) Automatic Arabic sign language recognition: A review, taxonomy, open challenges, research roadmap and future directions Malaysian Journal of Computer Science (MJCS) , 33(4)
- Ahmad Sami Al-Shamayleh, Rodina Ahmad, Mohammad A. M. Abushariah, Nazean Jumhari (2018) A systematic literature review on vision based gesture recognition techniques Multimedia Tools and Applications, 77(21)
- (2015) Automatic Sign Language Recognition University of Malay Postgraduate Research Excellence Symposium,
CONFERENCES AND WORKSHOPS
| Conference Title | Type of Participation | Location | Date |
|---|---|---|---|
| University of Malay Postgraduate Research Excellence Symposium | Paper/Poster | Malaysia | January / 2015 |
THESIS SUPERVISION
| Title | Location | Date |
|---|---|---|
| AI in Multi-Factor Authentication (MFA) and Biometric Security | Al-Ahliyya Amman University | 2024 |
AWARDS AND SCHOLARSHIP
| Title | Location | Date |
|---|---|---|
| Outstanding Researcher Award at the Level of Scientific Faculties | Al-Ahliyya Amman University | 2025 |
| Most Impactful Applied Research Award | Al-Ahliyya Amman University | 2024 |
