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Tamer Abuhmed · SciRah

Researcher profile · Semantic Scholar

Tamer Abuhmed

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Tamer Abuhmed — researcher profile on SciRah

h-index: 33
Works: 124
Citations: 4,625

Most-cited papers

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
Sajid Ali, Tamer Abuhmed, Shaker El-Sappagh, Khan Muhammad +6 more
2023Information Fusion1,617 citations Open access
Semantic Scholar
Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications
Haseeb Javed, Shaker H. Ali El-Sappagh, Tamer Abuhmed
2024Artificial Intelligence Review205 citations Open access
Semantic Scholar
Robust hybrid deep learning models for Alzheimer's progression detection
Tamer Abuhmed, Shaker El-Sappagh, J. M. Alonso
2021Knowledge-Based Systems120 citations Open access
Semantic Scholar
Prediction of Alzheimer's progression based on multimodal Deep-Learning-based fusion and visual Explainability of time-series data
Nasir Rahim, Shaker El-Sappagh, Sajid Ali, Khan Muhammad +2 more
2022Information Fusion108 citations
Semantic Scholar
Two-stage deep learning model for Alzheimer’s disease detection and prediction of the mild cognitive impairment time
Shaker H. Ali El-Sappagh, Hager Saleh, Farman Ali, Eslam Amer +1 more
2022Neural computing & applications (Print)100 citations
Semantic Scholar
Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson's disease
Muhammad Junaid, Sajid Ali, Fatma Eid, Shaker H. Ali El-Sappagh +1 more
2023Comput. Methods Programs Biomed.98 citations
Semantic Scholar
Underwater image restoration and enhancement: a comprehensive review of recent trends, challenges, and applications
Yasmin M. Alsakar, Nehal A. Sakr, Shaker El-Sappagh, Tamer Abuhmed +1 more
2024The Visual Computer85 citations Open access
Semantic Scholar
Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers
Shaker El-Sappagh, Farman Ali, Tamer Abuhmed, Jaiteg Singh +1 more
2022Neurocomputing84 citations
Semantic Scholar
Automatic Diabetic Retinopathy Grading System Based on Detecting Multiple Retinal Lesions
Eman AbdelMaksoud, Shaker El-Sappagh, S. Barakat, Tamer Abuhmed +1 more
2021IEEE Access82 citations Open access
Semantic Scholar
Effective Multitask Deep Learning for IoT Malware Detection and Identification Using Behavioral Traffic Analysis
Sajid Ali, Omar Abusabha, F. Ali, Muhammad Imran +1 more
2023IEEE Transactions on Network and Service Management73 citations
Semantic Scholar
Alzheimer's disease progression detection model based on an early fusion of cost-effective multimodal data
Shaker El-Sappagh, Hager Saleh, Radhya Sahal, Tamer Abuhmed +3 more
2021Future generations computer systems73 citations
Semantic Scholar
Machine learning-aided design of aluminum alloys with high performance
Umer Masood Chaudry, K. Hamad, Tamer Abuhmed
202065 citations
Semantic Scholar
Comprehensive Survey of Using Machine Learning in the COVID-19 Pandemic
Nora El-Rashidy, Samir Abdelrazik, Tamer Abuhmed, Eslam Amer +3 more
2021Diagnostics59 citations Open access
Semantic Scholar
Classification and Analysis of Android Malware Images Using Feature Fusion Technique
Jaiteg Singh, Deepak Thakur, Tanya Gera, Babar Shah +2 more
2021IEEE Access53 citations Open access
Semantic Scholar
Sepsis prediction in intensive care unit based on genetic feature optimization and stacked deep ensemble learning
Nora El-Rashidy, Tamer Abuhmed, Louai Alarabi, H. El-Bakry +3 more
2021Neural computing & applications (Print)51 citations
Semantic Scholar
A deep learning based dual encoder–decoder framework for anatomical structure segmentation in chest X-ray images
Ihsan Ullah, F. Ali, Babar Shah, Shaker El-Sappagh +2 more
2023Scientific Reports49 citations Open access
Semantic Scholar
Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges
Shaker El-Sappagh, J. Alonso-Moral, Tamer Abuhmed, Farman Ali +1 more
2023Artificial Intelligence Review44 citations Open access
Semantic Scholar
An Enhanced Grey Wolf Optimizer with a Velocity-Aided Global Search Mechanism
F. Rezaei, H. Safavi, M. A. Abd Elaziz, Shaker El-Sappagh +2 more
2022Mathematics44 citations Open access
Semantic Scholar
Wildfire Susceptibility Mapping Using Deep Learning Algorithms in Two Satellite Imagery Dataset
Nazanin Bahadori, S. V. Razavi-Termeh, A. Sadeghi-Niaraki, K. Al-Kindi +3 more
2023Forests43 citations Open access
Semantic Scholar
Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches
Haseeb Javed, Fatma Eid, Shaker H. Ali El-Sappagh, Tamer Abuhmed
2025Computing42 citations Open access
Semantic Scholar
Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients
Firuz Juraev, Shaker El-Sappagh, Eldor Abdukhamidov, FA Ali +1 more
2022Journal of Biomedical Informatics41 citations Open access
Semantic Scholar
Time-series visual explainability for Alzheimer’s disease progression detection for smart healthcare
Nasir Rahim, Tamer Abuhmed, S. Mirjalili, Shaker El-Sappagh +1 more
2023Alexandria Engineering Journal37 citations Open access
Semantic Scholar
Explainable probabilistic deep learning framework for seismic assessment of structures using distribution‐free prediction intervals
M. Noureldin, Tamer Abuhmed, Melike Saygi, Jinkook Kim
2023Comput. Aided Civ. Infrastructure Eng.35 citations Open access
Semantic Scholar
Integration of machine learning algorithms and GIS-based approaches to cutaneous leishmaniasis prevalence risk mapping
Negar Shabanpour, Seyed Vahid Razavi Termeh, A. Sadeghi-Niaraki, Soo-Mi Choi +1 more
2022International Journal of Applied Earth Observation and Geoinformation34 citations Open access
Semantic Scholar
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data
Sajid Ali, Shaker El-Sappagh, Farman Ali, Muhammad Imran +1 more
2022IEEE journal of biomedical and health informatics33 citations
Semantic Scholar
A dynamic fuzzy rule-based inference system using fuzzy inference with semantic reasoning
Nora Shoaip, Shaker El-Sappagh, Tamer Abuhmed, M. Elmogy
2024Scientific Reports32 citations Open access
Semantic Scholar
Information fusion-based Bayesian optimized heterogeneous deep ensemble model based on longitudinal neuroimaging data
Nasir Rahim, Shaker H. Ali El-Sappagh, Haytham Rizk, O. El-serafy +1 more
2024Applied Soft Computing25 citations
Semantic Scholar
Alzheimer's disease diagnosis in the metaverse
Jalal Safari Bazargani, Nasir Rahim, A. Sadeghi-Niaraki, Tamer Abuhmed +2 more
2024Comput. Methods Programs Biomed.25 citations Open access
Semantic Scholar
Large-scale and Robust Code Authorship Identification with Deep Feature Learning
Mohammed Abuhamad, Tamer Abuhmed, David A. Mohaisen, Dae-Mon Nyang
2021ACM Transactions on Privacy and Security23 citations
Semantic Scholar
Spatial mapping of land susceptibility to dust emissions using optimization of attentive Interpretable Tabular Learning (TabNet) model.
S. V. Razavi-Termeh, A. Sadeghi-Niaraki, A. Sorooshian, Tamer Abuhmed +1 more
2024Journal of Environmental Management22 citations Open access
Semantic Scholar
Age-hardening behavior guided by the multi-objective evolutionary algorithm and machine learning
Russlan Jaafreh, K. Hamad, Tamer Abuhmed
2021Journal of Alloys and Compounds21 citations
Semantic Scholar
AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning
Eldor Abdukhamidov, Mohammed Abuhamad, Firuz Juraev, Eric Chan-Tin +1 more
2021International Conference on Computational Social Networks20 citations Open access
Semantic Scholar
Early Detection of Alzheimer's Disease Based on Laplacian Re-Decomposition and XGBoosting
Hala Ahmed, Hassan H. Soliman, Shaker El-Sappagh, Tamer Abuhmed +1 more
2023Computer systems science and engineering16 citations Open access
Semantic Scholar
A Short Review on the Machine Learning-Guided Oxygen Uptake Prediction for Sport Science Applications
H. Alzamer, Tamer Abuhmed, K. Hamad
2021Electronics16 citations Open access
Semantic Scholar
Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware
Qirui Sun, Eldor Abdukhamidov, Tamer Abuhmed, Mohammed Abuhamad
2022ACM Asia Conference on Computer and Communications Security15 citations
Semantic Scholar
Black-box and Target-specific Attack Against Interpretable Deep Learning Systems
Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Tamer Abuhmed
2022ACM Asia Conference on Computer and Communications Security15 citations
Semantic Scholar
MotionID: Towards practical behavioral biometrics-based implicit user authentication on smartphones
Mohsen Ali Alawami, Tamer Abuhmed, Mohammed Abuhamad, Hyoungshick Kim
2024Pervasive and Mobile Computing14 citations Open access
Semantic Scholar
Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses
Eldor Abdukhamidov, Mohammad Abuhamad, Simon S. Woo, Eric Chan-Tin +1 more
2024IEEE Transactions on Dependable and Secure Computing14 citations Open access
Semantic Scholar
Explainable Multi-Layer Dynamic Ensemble Framework Optimized for Depression Detection and Severity Assessment
Dillan Imans, Tamer Abuhmed, Meshal Alharbi, Shaker El-Sappagh
2024Diagnostics14 citations
Semantic Scholar
Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data
Hager Saleh, Eslam Amer, Tamer Abuhmed, Amjad Ali +2 more
2023Scientific Reports14 citations Open access
Semantic Scholar
A Comparative Study of Strain Rate Constitutive and Machine Learning Models for Flow Behavior of AZ31-0.5 Ca Mg Alloy during Hot Deformation
U. Chaudry, Russlan Jaafreh, Abdul Malik, T. Jun +2 more
2022Mathematics13 citations Open access
Semantic Scholar
The Role of Medication Data to Enhance the Prediction of Alzheimer's Progression Using Machine Learning
Shaker El-Sappagh, Tamer Abuhmed, Bader Alouffi, Radhya Sahal +2 more
2021Computational Intelligence and Neuroscience12 citations Open access
Semantic Scholar
Integrating Digital Twin Technology with Dynamic Ensemble Learning for Sepsis Prediction in Intensive Care Units
Amirhossein Danesh, Firuz Juraev, Shaker El-Sappagh, Tamer Abuhmed
2024Journal of Intelligence and Information Systems11 citations Open access
Semantic Scholar
Sentiment Analysis of Users’ Reactions on Social Media During the Pandemic
Eldor Abdukhamidov, Firuz Juraev, Mohammad Abuhamad, Shaker El-Sappagh +1 more
2022Electronics11 citations Open access
Semantic Scholar
Alzheimer’s Disease Diagnosis Based on a Semantic Rule-Based Modeling and Reasoning Approach
Nora Shoaip, A. Rezk, Shaker El-Sappagh, Tamer Abuhmed +2 more
2021Computers Materials & Continua11 citations Open access
Semantic Scholar
Temporal dynamics of urban gas pipeline risks
Fatema Rahimi, A. Sadeghi-Niaraki, Mostafa Ghodousi, Tamer Abuhmed +1 more
2024Scientific Reports10 citations Open access
Semantic Scholar
Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models
Firuz Juraev, Eldor Abdukhamidov, Mohammed Abuhamad, Tamer Abuhmed
2022ACM Asia Conference on Computer and Communications Security10 citations
Semantic Scholar
Responsible Artificial Intelligence for Mental Health Disorders: Current Applications and Future Challenges
Shaker El-Sappagh, Waleed Nazih, Meshal Alharbi, Tamer Abuhmed
2025Journal of Disability Research9 citations Open access
Semantic Scholar
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning
Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin +1 more
2022arXiv.org9 citations Open access
Semantic Scholar
Crystal structure guided machine learning for the discovery and design of intrinsically hard materials
Russlan Jaafreh, Tamer Abuhmed, Jung-gu Kim, K. Hamad
2021Journal of Materiomics9 citations Open access
Semantic Scholar

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Eldor Abdukhamidov×8
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