Dr. Alejandro Moreno 2026. Toward Personalized and Cluster-Aware Federated Learning under Data Heterogeneity: Theoretical Foundations, Methodological Advances, and Emerging Paradigms. International journal of data science and machine learning. 6, 01 (Jan. 2026), 1–5. DOI:https://doi.org/10.55640/.