Author

Walaa M. Alayed

Observed names: Alayed, Walaa Mohammad I., W. Alayed, Walaa Alayed

Institutions: Princess Nourah bint Abdulrahman University, Applied Science Private University, Multimedia University, Al al-Bayt University, Islamic University of Madinah, Irbid National University

Observed institutions: Princess Nourah bint Abdulrahman University, Applied Science Private University, Multimedia University, King Saud University, Al al-Bayt University, Islamic University of Madinah, University of Glasgow, Irbid National University

ORCID: 0000-0001-9968-8439

Observed ORCID: 0000-0001-9968-8439

OpenAlex ID: A5076216740

Comprehensive optimization of fuzzy logic-based energy management system for fuel-cell hybrid electric vehicle using genetic algorithm

2024 · Abdesattar Mazouzi, Nadji Hadroug, et al. · International Journal of Hydrogen Energy · 122

A Federated Explainable AI Framework for Smart Agriculture: Enhancing Transparency, Efficiency, and Sustainability

2025 · Hassam Ahmed Tahir, Walaa Alayed, et al. · IEEE Access · 56

A Novel Hybrid XAI Solution for Autonomous Vehicles: Real-Time Interpretability Through LIME–SHAP Integration

2024 · H. Ahmed Tahir, Walaa Alayed, et al. · Sensors · 43

Deep Learning-Based Framework for Soil Moisture Content Retrieval of Bare Soil from Satellite Data

2023 · Mohammed Dabboor, Ghada Atteia, et al. · Remote Sensing · 30

Post-Quantum KEMs for IoT: A Study of Kyber and NTRU

2025 · M. Awais Ehsan, Walaa Alayed, et al. · Symmetry · 25

AgriChainSync: A Scalable and Secure Blockchain-Enabled Framework for IoT-Driven Precision Agriculture

2024 · Hassam Ahmed Tahir, Walaa Alayed, et al. · IEEE Access · 25

MANET Routing Protocols’ Performance Assessment Under Dynamic Network Conditions

2025 · Ibrahim Mohsen Selim, Naglaa Sayed Abdelrehem, et al. · Applied Sciences · 20

Analytical Hierarchy Process Multi-Metric Objective Function for RPL

2018 · Walaa Alayed, Lewis Mackenzie, et al. · IEEE International Symposium on Network Computing and Applications (NCA) · 19

Real-Time Navigation Roads: Lightweight and Efficient Convolutional Neural Network (LE-CNN) for Arabic Traffic Sign Recognition in Intelligent Transportation Systems (ITS)

2024 · Alaa A. Khalifa, Walaa M. Alayed, et al. · Applied Sciences · 18

Ensemble Learning Framework for Anomaly Detection in Autonomous Driving Systems

2025 · Sazid Nazat, Walaa Alayed, et al. · Sensors · 12

Privacy-Preserving Federated Learning With Adaptive Model Aggregation for Efficient Vehicle-to-Vehicle (V2V) Communication in Intelligent Transportation Systems

2025 · Hassam Ahmed Tahir, Walaa Alayed, et al. · IEEE Access · 12

Practical implementation based on histogram of oriented gradient descriptor combined with deep learning: Towards intelligent monitoring of a photovoltaic power plant with robust faults predictions

2024 · Nadji Hadroug, Amel Sabrine Amari, et al. · Journal of Industrial Information Integration · 12

Proposed Explainable Interference Control Technique in 6G Networks Using Large Language Models (LLMs)

2024 · H. Ahmed Tahir, Walaa Alayed, et al. · Electronics · 11

Ensemble-IDS: An Ensemble Learning Framework for Enhancing AI-Based Network Intrusion Detection Tasks

2025 · Ismail Bibers, Osvaldo Arreche, et al. · Applied Sciences · 9

Maximizing energy savings in smart homes through artificial neural network-based artificial intelligence solutions

2024 · Walaa Alayed, Aamir Akhtar, et al. · Clean Energy · 9

Preparation of dual mode spectroscopic system for testing: Analysis of sample holder and investigation of intensity noise

2025 · Walaa Alayed, Momna Ikram, et al. · Heliyon · 7

Optimizing Multimodal Scene Recognition through Mutual Information-Based Feature Selection in Deep Learning Models

2023 · Mohamed Hammad, Samia Allaoua Chelloug, et al. · Applied Sciences · 7

Deep learning-based decision support system for cervical cancer identification in liquid-based cytology pap smears

2025 · Ghada Atteia, Maali Alabdulhafith, et al. · Technology and Health Care · 6

Optimizing Open Radio Access Network Systems with LLAMA V2 for Enhanced Mobile Broadband, Ultra-Reliable Low-Latency Communications, and Massive Machine-Type Communications: A Framework for Efficient Network Slicing and Real-Time Resource Allocation

2024 · H. Ahmed Tahir, Walaa Alayed, et al. · Sensors · 4

Evaluation of RPL’s Single Metric Objective Functions

2017 · Walaa Alayed, Lewis Mackenzie, et al. · IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) · 3

Analysis of the packet dropping constituency in Proxy-based mobile IPv6 over WLANs

2013 · W. Alayed, N. E. Rikli · IEEE GCC Conference and Exhibition (GCCCE) · 3

Brownian-Perturbed Hénon Map for Image Encryption: Application in Biomedical Images

2026 · Walaa Alayed, Asad Ur Rehman, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 1

Six degree of freedom quadcopter stabilization using self adaptive bonobo Pareto multi objective FLC with processor in the loop validation

2025 · Aissa Benhammou, Mohamed Amine Hartani, et al. · Scientific Reports · 1

X-TRAIL-RAN: an explainable and scalable O-RAN framework for QoS-aware radio resource control in 5G/6G networks

2026 · Walaa Alayed, Hassam Ahmed Tahir, et al. · Scientific Reports

Experimental implementation of voltage tracking control for three-phase inverter within an islanded microgrid

2026 · Camelia Ait Hammouda, Rafik Bradai, et al. · Energy Systems

Works count: 37

Citation count: 455

H-index: 12

I10-index: 13