M. Z. Rashad

Optimizing hyperparameters of deep reinforcement learning for autonomous driving based on whale optimization algorithm

Nesma M. Ashraf, Reham R. Mostafa, Rasha H. Sakr et al. · PLoS ONE · 2021 · 78 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

A Two-Layer Water Demand Prediction System in Urban Areas Based on Micro-Services and LSTM Neural Networks

Ahmed Abdel Nasser, M. Z. Rashad, Sherif E. Hussein · IEEE Access · 2020 · 77 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +17

Architecture of multicast centralized key management scheme using quantum key distribution and classical symmetric encryption

Ahmed F. Metwaly, M. Z. Rashad, Fatma A. Omara et al. · The European Physical Journal Special Topics · 2014 · 60 citations

Quantum Cryptography, Classical Symmetric Encryption, Quantum Security +8

Plants Images Classification Based on Textural Features using Combined Classifier

M. Z. Rashad, B. S. El-Desouky, Manal Khawasik · International Journal of Computer Science and Information Technology · 2011 · 54 citations · Full text

Precision Agriculture, Vector Quantization, Machine Learning +17

Video-based real-time monitoring for heart rate and respiration rate

Mona Alnaggar, Ali I. Siam, Mohamed Handosa et al. · Expert Systems with Applications · 2023 · 54 citations

Real-time Monitoring, Heart Rate, Kinesiology +6