Hassan Harb

SWIFT-KD: Sliding Window Intelligent Federated Transformer Learning with Knowledge Distillation for Building Energy Prediction

The results establish that privacy-preserving distributed learning can achieve the accuracy requirements of practical building management without sacrificing efficiency.

AI-Driven energy forecasting in smart buildings: A federated deep learning framework for Edge-Fog systems