Handling Non-IID Data in Federated Learning: An Experimental Evaluation Towards Unified Metrics. - Marc Haller; Christian Lenz; Robin Nachtigall; Feras M. Awaysheh; Sadi Alawadi (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Revealing the Effects of Data Heterogeneity in Federated Learning Regression Models for Short-Term Solar Power Forecasting. - Robin Nachtigall; Marc Haller; Andreas Wagner; Viktor Walter (IEEE Access, 2024)