Aya Farrag

According to our database, Aya Farrag authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems.

Gad Gad, Aya Farrag, Ahmed AboElfotouh, Khaled Bedda, Zubair Md. Fadlullah, Mostafa M. Fouda

IEEE Internet Things J., May, 2024

2023

An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation.

Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Maazen Alsabaan

IEEE Access, 2023

Survival-Based Treatment Planning Using Stage-Specific Machine Learning Models.

Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda, Nabil Sharaf Almalki

IEEE Access, 2023

Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques.

Gad Gad, Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System.

Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda

Proceedings of the IEEE Global Communications Conference, 2023

2022

A Two-Step Machine Learning Model for Stage-Specific Disease Survivability Prediction.

Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda

Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022