| Federated Neural Collaborative Filtering V Perifanis, PS Efraimidis Knowledge-Based Systems, 108441, 2022 | 201 | 2022 |
| FedPOIRec: Privacy-Preserving Federated POI Recommendation with Social Influence V Perifanis, G Drosatos, G Stamatelatos, PS Efraimidis Information Sciences 623, 767-790, 2022 | 86 | 2022 |
| Federated learning for 5G base station traffic forecasting V Perifanis, N Pavlidis, RA Koutsiamanis, PS Efraimidis Computer Networks 235, 109950, 2023 | 71 | 2023 |
| A federated explainable ai model for breast cancer classification E Briola, CC Nikolaidis, V Perifanis, N Pavlidis, P Efraimidis Proceedings of the 2024 European Interdisciplinary Cybersecurity Conference …, 2024 | 25 | 2024 |
| 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 | 22 | 2023 |
| 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 | 13 | 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 | 11 | 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 | 10 | 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 | 9 | 2023 |
| 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 | 7 | 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 | 6 | 2024 |
| SFTC: Machine Unlearning via Selective Fine-tuning and Targeted Confusion V Perifanis, E Karypidis, N Komodakis, P Efraimidis Proceedings of the 2024 European Interdisciplinary Cybersecurity Conference …, 2024 | 6 | 2024 |
| Federated Learning for Privacy-Friendly Health Apps: A Case Study on Ovulation Tracking N Pavlidis, A Sendros, T Tsiolakis, P Kostamis, C Karasoulas, E Briola, ... Journal of Sensor and Actuator Networks, 11, 2025 | 4 | 2025 |
| DUTH at SemEval-2023 Task 9: An Ensemble Approach for Twitter Intimacy Analysis G Arampatzis, V Perifanis, S Symeonidis, A Arampatzis Proceedings of the 17th International Workshop on Semantic Evaluation …, 2023 | 3 | 2023 |
| 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 | 2 | 2024 |
| Evaluating the Defense Potential of Machine Unlearning against Membership Inference Attacks A Sidiropoulos, CC Nikolaidis, T Tsiolakis, N Pavlidis, V Perifanis, ... arXiv preprint arXiv:2508.16150, 2025 | 1 | 2025 |
| Federated Learning for Recommender Systems: Advances and Perspectives V Perifanis, N Pavlidis, A Sendros, PS Efraimidis Federated Learning Systems: Towards Privacy-Preserving Distributed AI, 87-106, 2025 | 1 | 2025 |
| Federated Learning in Real-World Applications: Mitigating the Data Availability Problem N Pavlidis, T Tsiolakis, V Perifanis, PS Efraimidis | 1 | 2025 |
| 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 | 1 | 2024 |
| Predicting Early Dropouts of an Active and Healthy Ageing App V Perifanis, I Michailidi, G Stamatelatos, G Drosatos, PS Efraimidis arXiv preprint arXiv:2308.00539, 2023 | 1 | 2023 |
Pavlos S. EfraimidisProfessor, ECE, Democritus University of Thrace and affiliated member of Athena RCVerified email at ee.duth.gr
