Maria Eleftheria Vlontzou

According to our database, Maria Eleftheria Vlontzou authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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, May, 2025

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

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

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2024

Sustainable AI for Zero Touch Network & Service Management with Graph Neural Networks.

Maria Eleftheria Vlontzou, Georgios Samaras, Vasileios Theodorou

Proceedings of the 29th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2024

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

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

EdgeDS: Data Spaces enabled Multi-Access Edge Computing.

Ioannis Kalogeropoulos, Maria Eleftheria Vlontzou, Nikos Psaromanolakis, Eleni Zarogianni, Vasileios Theodorou

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023