Ahmad Ayad

According to our database, Ahmad Ayad authored at least 8 papers between 2019 and 2023.

Collaborative distances:

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

2023

An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning.

Ahmad Ayad, Mahdi Barhoush, Marian Frei, Benedikt Völker, Anke Schmeink

IEEE J. Biomed. Health Informatics, September, 2023

Semi-supervised Learning in Distributed Split Learning Architecture and IoT Applications.

Mahdi Barhoush, Ahmad Ayad, Anke Schmeink

Proceedings of the 15th IEEE International Symposium on Autonomous Decentralized System, 2023

Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM.

Ahmad Ayad, Mahdi Barhoush, Benedikt Völker, Steffen Leonhardt, Anke Schmeink

Proceedings of the International Conference on Machine Learning and Applications, 2023

Detecting Data Poisoning in Split Learning Using Intraclass- Distance Inflated Loss.

Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Anke Schmeink

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Efficient and Private ECG Classification on the Edge Using a Modified Split Learning Mechanism.

Ahmad Ayad, Marian Frei, Anke Schmeink

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Radiopaths: Deep Multimodal Analysis on Chest Radiographs.

Mohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Improving the Communication and Computation Efficiency of Split Learning for IoT Applications.

Ahmad Ayad, Melvin Renner, Anke Schmeink

Proceedings of the IEEE Global Communications Conference, 2021

2019

Design and Implementation of a Hybrid Anomaly Detection System for IoT.

Ahmad Ayad, Alireza Zamani, Anke Schmeink, Guido Dartmann

Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019