Application of Federated Learning Techniques for Arrhythmia Classification Using 12-Lead ECG Signals. - Daniel Mauricio Jimenez Gutierrez; Hafiz Muuhammad Hassan; Lorella Landi; Andrea Vitaletti; Ioannis Chatzigiannakis (ALGOCLOUD, 2023)

Olive Leaf Infection Detection Using the Cloud-Edge Continuum. - Themistoklis Sarantakos; Daniel Mauricio Jimenez Gutierrez; Dimitrios Amaxilatis (ALGOCLOUD, 2023)

Device discovery and tracing in the Bluetooth Low Energy domain. - Pierluigi Locatelli; Massimo Perri; Daniel Mauricio Jimenez Gutierrez; Andrea Lacava; Francesca Cuomo (Comput. Commun., 2023)

FedArtML: A Tool to Facilitate the Generation of Non-IID Datasets in a Controlled Way to Support Federated Learning Research. - Daniel Mauricio Jimenez Gutierrez; Aris Anagnostopoulos; Ioannis Chatzigiannakis; Andrea Vitaletti (IEEE Access, 2024)

Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions. - Daniel Mauricio Jimenez Gutierrez; David Solans; Mikko A. Heikkilä; Andrea Vitaletti; Nicolas Kourtellis; Aris Anagnostopoulos; Ioannis Chatzigiannakis (CoRR, 2024)

Graph neural networks to model and optimize the operation of Water Distribution Networks: A review. - Giacomo Vittori; Yelizaveta Falkouskaya; Daniel Mauricio Jimenez Gutierrez; Tiziana Cattai; Ioannis Chatzigiannakis (J. Ind. Inf. Integr., 2025)

A Thorough Assessment of the Non-IID Data Impact in Federated Learning. - Daniel Mauricio Jimenez Gutierrez; Mehrdad Hassanzadeh; Aris Anagnostopoulos; Ioannis Chatzigiannakis; Andrea Vitaletti (CoRR, 2025)

PSI-PFL: Population Stability Index for Client Selection in non-IID Personalized Federated Learning. - Daniel Mauricio Jimenez Gutierrez; David Solans; Mohammed Elbamby; Nicolas Kourtellis (CoRR, 2025)