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cs.LG2025
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…
cs.LG2024
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…
cs.LG2021
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…