| Joint energy-efficient and throughput-sufficient transmissions in 5G cells with deep Q-learning ST Spantideas, AE Giannopoulos, NC Kapsalis, A Kalafatelis, ... 2021 IEEE International Mediterranean Conference on Communications and …, 2021 | 23 | 2021 |
| Federated learning for maritime environments: use cases, experimental results, and open issues A Giannopoulos, P Gkonis, P Bithas, N Nomikos, A Kalafatelis, ... Journal of Marine Science and Engineering 12 (6), 1034, 2024 | 14 | 2024 |
| ISLAND: An Interlinked Semantically-Enriched Blockchain Data Framework A Kalafatelis, K Panagos, AE Giannopoulos, ST Spantideas, NC Kapsalis, ... Economics of Grids, Clouds, Systems, and Services: 18th International …, 2021 | 13 | 2021 |
| Federated Learning-Aided Prognostics in the Shipping 4.0: Principles, Workflow, and Use Cases A Angelopoulos, A Giannopoulos, N Nomikos, A Kalafatelis, ... IEEE Access, 2024 | 12 | 2024 |
| Improving Connectivity in 6G Maritime Communication Networks with UAV Swarms N Nomikos, A Giannopoulos, A Kalafatelis, V Ozduran, P Trakadas, ... IEEE Access 12, 18739-18751, 2024 | 12 | 2024 |
| Exploring Federated Learning for Speech-based Parkinson’s Disease Detection A Sarlas, A Kalafatelis, G Alexandridis, MA Kourtis, P Trakadas Proceedings of the 18th International Conference on Availability …, 2023 | 9 | 2023 |
| Sailing into the Future: Technologies, Challenges, and Opportunities for Maritime Communication Networks in the 6G Era G Xylouris, N Nomikos, A Kalafatelis, AE Giannopoulos, S Spantideas, ... Frontiers in Communications and Networks 5, 1439529, 2024 | 4 | 2024 |
| Learning to Fulfill the User Demands in 5G-enabled Wireless Networks through Power Allocation: a Reinforcement Learning approach A Giannopoulos, S Spantideas, N Nomikos, A Kalafatelis, P Trakadas 2023 19th International Conference on the Design of Reliable Communication …, 2023 | 4 | 2023 |
| An Effective Methodology for Imbalanced Data Handling in Predictive Maintenance for Offset Printing AS Kalafatelis, N Nomikos, A Angelopoulos, C Trochoutsos, P Trakadas International Conference on Mechatronics and Control Engineering, 89-98, 2023 | 4 | 2023 |
| A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems AS Kalafatelis, N Stamou, A Dailani, T Theodoridis, N Nomikos, ... 21st European Mediterranean & Middle Eastern Conference on Information …, 2024 | 2 | 2024 |
| A Stacking Ensemble Learning Model for Waste Prediction in Offset Printing AS Kalafatelis, C Trochoutsos, AE Giannopoulos, A Angelopoulos, ... Proceedings of the 2023 10th International Conference on Industrial …, 2023 | 2 | 2023 |
| Digital Twin for Automated Industrial Optimization: Intelligent Machine Selection via Process Modelling K Skianis, A Giannopoulos, A Kalafatelis, P Trakadas 2023 IEEE International Conference on Industry 4.0, Artificial Intelligence …, 2023 | 1 | 2023 |
| COMIX: Generalized Conflict Management in O-RAN xApps--Architecture, Workflow, and a Power Control case A Giannopoulos, S Spantideas, L George, K Alexandros, P Trakadas arXiv preprint arXiv:2501.14619, 2025 | | 2025 |
| Transforming Offset Printing With Digital Twin and AI: Insights from Research Initiatives C Trochoutsos, AS Kalafatelis, P Trakadas 12th International Symposium on Graphic Engineering and Design, 421-430, 2024 | | 2024 |
| OASEES D. 4.1 Cloud to Edge AI/ML Enablers G Alexandridis, A Kalafatelis, A Kourtis, D Iglesias, C Bolzmacher, ... https://oasees-project.eu/wp-content/uploads/2024/08/OASEES-D4.1-v.1.0.pdf, 2024 | | 2024 |
| Utilizing Distributed Machine Learning Environments for Earthquake Detection AS Kalafatelis, C Michailidis, G Alexandridis, A Oikonomakis, G Xylouris, ... 2nd International Conference on Frontiers of Artificial Intelligence, Ethics …, 2024 | | 2024 |
| A Survey on Predictive Maintenance in the Maritime Industry Using Machine and Federated Learning AS Kalafatelis, N Nomikos, A Giannopoulos, P Trakadas Authorea Preprints, 2024 | | 2024 |
| Application of Machine Learning Algorithms for Electricity Theft Detection in Smart Grids A Kalafatelis National and Kapodistrian University of Athens, 2023 | | 2023 |
Panagiotis TrakadasAsc.Prof., Department of Port Management & Shipping, National & Kapodistrian University of Athensuoa.gr üzerinde doğrulanmış e-posta adresine sahip
