EdgeDS: Data Spaces enabled Multi-Access Edge Computing. - Ioannis Kalogeropoulos; Maria Eleftheria Vlontzou; Nikos Psaromanolakis; Eleni Zarogianni; Vasileios Theodorou (EuCNC/6G Summit, 2023)

MLOps meets Edge Computing: an Edge Platform with Embedded Intelligence towards 6G Systems. - Nikos Psaromanolakis; Vasileios Theodorou; Dimitrios Laskaratos; Ioannis Kalogeropoulos; Maria Eleftheria Vlontzou; Eleni Zarogianni; Georgios Samaras (EuCNC/6G Summit, 2023)

Sustainable AI for Zero Touch Network & Service Management with Graph Neural Networks. - Maria Eleftheria Vlontzou; Georgios Samaras; Vasileios Theodorou (CAMAD, 2024)

Towards the development of a network provisioning platform for data exchange in the health data space. - Nikolaos E. Petroulakis; Petros Zervoudakis; George Nomikos; Alexandros Kornilakis; Panos Chatziadam; Dimitrios Laskaratos; Maria Eleftheria Vlontzou; Eleni Zarogianni; Vasileios Theodorou (CSCN, 2024)

A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis. - Maria Eleftheria Vlontzou; Maria Athanasiou; Kalliopi Dalakleidi; Ioanna Skampardoni; Christos Davatzikos; Konstantina S. Nikita (CoRR, 2024)

Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer's disease from MR images. - Maria Eleftheria Vlontzou; Maria Athanasiou; Christos Davatzikos; Konstantina S. Nikita (CoRR, 2025)