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Author

Muhammad Mahmoud

Observed name: Mahmoud, Muhammad
Institution: Matrouh University
Observed institution: Matrouh University
ORCID: 0000-0002-0618-5662
Observed ORCID: 0000-0002-0618-5662
OpenAlex ID: A5122985275
Automatic Detection of Liver Cancer Using Hybrid Pre-Trained Models
2022 · Esam Othman, Muhammad Mahmoud, et al. · Sensors · 44
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Hybrid cache-graph retrieval-augmented generation (RAG): enhancing network threat analysis through structural reasoning and memory optimization
2026 · Muhammad Mahmoud, Souham Meshoul, et al. · PeerJ Computer Science · 1
Proxy-Based Diagnostics of Quantum Oracle Sketching Robustness for Non-IID Sensor and Telemetry Streams
2026 · Mohammed Farsi, Muhammad Mahmoud, et al. · Sensors
Adaptive data augmentation with constraint-aware reinforcement learning for robust chest X-ray classification
2026 · AbdelMoniem Helmy, Muhammad Mahmoud · Biomedical Signal Processing and Control
LEARN-RS: An Explainable AI Framework for Early-Warning and Module-Suitability Prediction in LMS-Based Personalised Learning
2026 · Helmy, AbdelMoniem, Farsi, Mohammed, et al. · Zenodo (CERN European Organization for Nuclear Research)
An Agentic, Graph-Enhanced, and Optimized RAG Architecture for Enhanced Autonomous Cyber Defense
2026 · Mahmoud, Muhammad, Meshoul, Souham, et al. · Zenodo (CERN European Organization for Nuclear Research)
Decentralized graph attention multi-agent reinforcement learning for adaptive urban traffic routing
2026 · Muhammad Mahmoud, Souham Meshoul, et al. · Scientific Reports
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Context-Dependent Model Selection for Supply Chain Forecasting: Experiment Code
2026 · Helmy, AbdelMoniem, Mahmoud, Muhammad · Zenodo (CERN European Organization for Nuclear Research)
MA-GRL: Multi-Agent Graph Reinforcement Learning for Adaptive Urban Traffic Routing
2026 · Mahmoud, Muhammad, Meshoul, Souham, et al. · Zenodo (CERN European Organization for Nuclear Research)
Beyond IID Data: A Proxy-Based Computational Study of Quantum Oracle Sketching Robustness under Structured Non-IID Streaming
2026 · Helmy, AbdelMoniem, Mahmoud, Muhammad · Zenodo (CERN European Organization for Nuclear Research)
Adaptive Augmentation via Constrained RL for Cross-Site Chest X-Ray Pneumonia Classification
2026 · Mahmoud, Muhammad · Zenodo (CERN European Organization for Nuclear Research)
Clinically Constrained Reinforcement Learning for Optimized Adaptive Data Augmentation in Chest X-Ray Pneumonia Classification
2026 · Mahmoud, Muhammad · Zenodo (CERN European Organization for Nuclear Research)
Hybrid Cache-Graph RAG: Enhancing Network Threat Analysis through Structural Reasoning and Memory Optimization
2026 · Mahmoud, Muhammad, Meshoul, Souham, et al. · Zenodo (CERN European Organization for Nuclear Research)
APEX-IDS: Advanced Performance Excellence IoT Detection System Using Deep Learning and Explainable AI
2025 · Mostafa Mohamed, Saad M. Ibrahim, et al. · International Conference on Computer Theory and Applications (ICCTA)
Works count: 14
Citation count: 45
H-index: 1
I10-index: 1
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