Publications

Fed-DCSRW: a privacy-preserving, dynamic client selection framework for heterogeneous federated learning via roulette wheel mechanism (2026) Article BibTeX

Valuable Interactions, Valuable Recommendations: A New Approach for Integrating General User Preferences in Session-Based Recommender Systems (2026) Article BibTeX

DADM2D-SFL: Decentralised Aggregation framework based on DBSCAN Malicious Model Detection for Secure Federated Learning (2026) Article BibTeX

FedWKD: Federated Learning Weighted Aggregation with Knowledge Distillation for IoT Forecasting (2025) Article BibTeX

Combining client-based anomaly detection and federated learning for energy forecasting in smart buildings (2025) Article BibTeX

A multi-armed approach of data rate optimization in LoRa (2025) Communication BibTeX

A Comparative Study of Recent Advances in Internet of Intrusion Detection Things (2025) Communication BibTeX

FedCSA: A Novel Federated Learning Client Selection with Anomaly Detection Approach for IoT Systems (2025) Communication BibTeX

Empowering Energy Consumption Forecasting in Smart Buildings: Towards a Hybrid Loss Function (2024) Communication BibTeX

FedLbs: Federated Learning Loss-Based Swapping Approach for Energy Building’s Load Forecasting (2024) Communication BibTeX