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Aseel B. Alnajjar

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#federated learning Open access Sep 2026

Integrating Particle Swarm Dynamics into Federated Learning: A Promising Hybrid to Counter Client Drift under Non-IID Conditions

Federated learning (FL) enables distributed model training without centralizing raw data, making it attractive for privacy-sensitive Internet of Things (IoT) environments.However, conventional FL algorithms suffer from slow convergence and degraded performance under statistically heterogeneous (non-IID) data distributi...

Marwa K. Farhan, Ruslan Saad Abdulrahman, Aseel B. Alnajjar et al. · 0 citations

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