Adaptive federated ensemble learning with hyperparameter optimization for distributed healthcare IoT
The rapid evolution of IoT-enabled healthcare systems has resulted in large-scale distributed data generation across various institutions. While federated learning enables collaborative model training without centralized data, it degrades non-identical data distributions and statistical imbalance across clients. Moreov...
Abrar Almjally, Mudassir Khan, Alaa Mohammad Menshawi et al.
· Scientific Reports · 0 citations