4 papers
FedBWO: Enhancing Communication Efficiency in Federated Learning
Vahideh Hayyolalam, Öznur Özkasap
Federated Learning (FL) is a distributed Machine Learning (ML) setup, where a shared model is collaboratively trained by various clients using their local datasets while keeping th…
Synergistic Integration of Blockchain and Software-Defined Networking in the Internet of Energy Systems
Vahideh Hayyolalam, Abdulrezzak Zekiye, Hamza Abuzahra +4
Peer-to-peer (P2P) energy trading, Smart Grids (SG), and electric vehicle energy management are integral components of the Internet of Energy (IoE) field. The integration of Softwa…
DiabML: AI-assisted diabetes diagnosis method with meta-heuristic-based feature selection
Vahideh Hayyolalam, Öznur Özkasap
Diabetes is a chronic disorder identified by the high sugar level in the blood that can cause various different disorders such as kidney failure, heart attack, sightlessness, and s…
Edge Intelligence for Empowering IoT-based Healthcare Systems
Vahideh Hayyolalam, Moayad Aloqaily, Oznur Ozkasap +1
The demand for real-time, affordable, and efficient smart healthcare services is increasing exponentially due to the technological revolution and burst of population. To meet the i…