Federated learning for 5G base station traffic forecasting V Perifanis, N Pavlidis, RA Koutsiamanis, PS Efraimidis Computer Networks 235, 109950, 2023 | 35 | 2023 |
Towards energy-aware federated traffic prediction for cellular networks V Perifanis, N Pavlidis, SF Yilmaz, F Wilhelmi, E Guerra, M Miozzo, ... 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC …, 2023 | 13 | 2023 |
A Federated Explainable AI Model for Breast Cancer Classification E Briola, CC Nikolaidis, V Perifanis, N Pavlidis, P Efraimidis European Interdisciplinary Cybersecurity Conference, 194-201, 2024 | 7 | 2024 |
Intelligent Client Selection for Federated Learning using Cellular Automata N Pavlidis, V Perifanis, TP Chatzinikolaou, GC Sirakoulis, PS Efraimidis 2023 18th International Workshop on Cellular Nanoscale Networks and their …, 2023 | 6 | 2023 |
Federated Learning for Early Dropout Prediction on Healthy Ageing Applications CC Nikolaidis, V Perifanis, N Pavlidis, PS Efraimidis 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC …, 2023 | 4 | 2023 |
Federated anomaly detection for early-stage diagnosis of autism spectrum disorders using serious game data N Pavlidis, V Perifanis, E Briola, CC Nikolaidis, E Katsiri, PS Efraimidis, ... arXiv preprint arXiv:2410.20003, 2024 | 2 | 2024 |
Carbon-aware machine learning: A case study on cellular traffic forecasting with spiking neural networks T Tsiolakis, N Pavlidis, V Perifanis, PS Efraimidis IFIP International Conference on Artificial Intelligence Applications and …, 2024 | 2 | 2024 |
Federated learning in mobile networks: A comprehensive case study on traffic forecasting N Pavlidis, V Perifanis, SF Yilmaz, F Wilhelmi, M Miozzo, PS Efraimidis, ... IEEE Transactions on Sustainable Computing, 2024 | 1 | 2024 |
An Extensive Overview of Feature Representation Techniques for Molecule Classification N Pavlidis, CC Nikolaidis, V Perifanis, A Papadopoulou, P Efraimidis, ... Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and …, 2023 | 1 | 2023 |
Evaluation of Bio-Inspired Models under Different Learning Settings For Energy Efficiency in Network Traffic Prediction T Tsiolakis, N Pavlidis, V Perifanis, P Efraimidis arXiv preprint arXiv:2412.17565, 2024 | | 2024 |
INDIANA: Personalized Travel Recommendations Using Wearables and AI A Manos, DE Filipidou, I Deliyannis, N Pavlidis, V Argyros, I Mazi arXiv preprint arXiv:2411.12227, 2024 | | 2024 |
Towards Detecting Non-Technical Losses in Electrical Power Systems with Machine Learning V Perifanis, CL Athanasiadis, N Pavlidis, PS Efraimidis, TA Papadopoulos 2024 3rd International Conference on Energy Transition in the Mediterranean …, 2024 | | 2024 |
Personalized Travel Recommendations Using Wearable Data and AI: The INDIANA Platform A Manos, DE Filipidou, I Deliyannis, N Pavlidis, V Argyros, I Mazi | | |