Youssef Sherif
Misr University for Science and Technology(EG)Misr International University(EG)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning, Machine Learning in Healthcare, Semantic Web and Ontologies, Glaucoma and retinal disorders
Most-Cited Works
- → Interpretability in healthcare: A comparative study of local machine learning interpretability techniques(2020)179 cited
- → Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques(2019)76 cited
- → ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision(2019)31 cited
- → Towards Automated Concept-based Decision TreeExplanations for CNNs(2021)5 cited
- → Leveraging Machine Learning for Accurate Store Sales Prediction: A Comparative Study(2024)2 cited
- → Alzheimer's Disease Classification Approach Using MRI Imaging(2023)2 cited
- → Design, Simulation, and Implementation of Connected IoT Wearable Devices in Healthcare Applications(2022)1 cited
- → INNOVIVE: Generative AI Solution for Waste-to-Product Transformation(2025)
- Will Camera Phones ever replace the Compact Cameras?: Forecasting of Digital Image SensingTechnology Using TFDEA & Lotka-Volterra Models(2013)
- → YOLO-ViT: A Hybrid Deep Learning Model for Eye Disease Classification(2025)