| Deep reinforcement learning for energy-efficient multi-channel transmissions in 5G cognitive hetnets: Centralized, decentralized and transfer learning based solutions A Giannopoulos, S Spantideas, N Kapsalis, P Karkazis, P Trakadas IEEE Access 9, 129358-129374, 2021 | 66 | 2021 |
| AI and ML–Enablers for Beyond 5G Networks A Kaloxylos, A Gavras, D Camps Mur, M Ghoraishi, H Hrasnica 5G PPP White paper (https://5g-ppp.eu/white-papers/), 2020 | 60* | 2020 |
| Supporting intelligence in disaggregated open radio access networks: Architectural principles, AI/ML workflow, and use cases A Giannopoulos, S Spantideas, N Kapsalis, P Gkonis, L Sarakis, ... IEEE access 10, 39580-39595, 2022 | 59 | 2022 |
| A cost-efficient 5G non-public network architectural approach: Key concepts and enablers, building blocks and potential use cases P Trakadas, L Sarakis, A Giannopoulos, S Spantideas, N Capsalis, ... Sensors 21 (16), 5578, 2021 | 54 | 2021 |
| A survey on IoT-edge-cloud continuum systems: Status, challenges, use cases, and open issues P Gkonis, A Giannopoulos, P Trakadas, X Masip-Bruin, F D’Andria Future Internet 15 (12), 383, 2023 | 38 | 2023 |
| Social synchronization of brain activity increases during eye-contact CDB Luft, I Zioga, A Giannopoulos, G Di Bona, N Binetti, A Civilini, ... Communications biology 5 (1), 412, 2022 | 38 | 2022 |
| Artificial intelligence applications and innovations I Maglogiannis, M Bramer, K Karpouzis, A Giannopoulos Springer International Publishing, 2021 | 27 | 2021 |
| A reference architecture for cloud–edge meta-operating systems enabling cross-domain, data-intensive, ML-assisted applications: Architectural overview and key concepts P Trakadas, X Masip-Bruin, FM Facca, ST Spantideas, AE Giannopoulos, ... Sensors 22 (22), 9003, 2022 | 26 | 2022 |
| Joint Energy-efficient and Throughput-sufficient Transmissions in 5G Cells with Deep Q-Learning S Spantideas, A Giannopoulos, N Kapsalis, A Kalafatelis, C Capsalis, ... Proceedings of the 2021 IEEE International Mediterranean Conference on …, 2021 | 24 | 2021 |
| Power control in 5G heterogeneous cells considering user demands using deep reinforcement learning A Giannopoulos, S Spantideas, C Tsinos, P Trakadas IFIP International Conference on Artificial Intelligence Applications and …, 2021 | 23 | 2021 |
| A deep learning method for modeling the magnetic signature of spacecraft equipment using multiple magnetic dipoles ST Spantideas, AE Giannopoulos, NC Kapsalis, CN Capsalis IEEE Magnetics Letters 12, 1-5, 2021 | 23 | 2021 |
| Towards closed-loop automation in 5G open RAN: Coupling an open-source simulator with xApps T Karamplias, ST Spantideas, AE Giannopoulos, P Gkonis, N Kapsalis, ... 2022 Joint European Conference on Networks and Communications & 6G Summit …, 2022 | 21 | 2022 |
| WIP: Demand-driven power allocation in wireless networks with deep Q-learning A Giannopoulos, S Spantideas, N Capsalis, P Gkonis, P Karkazis, ... 2021 IEEE 22nd International Symposium on a World of Wireless, Mobile and …, 2021 | 20 | 2021 |
| Data aging matters: Federated learning-based consumption prediction in smart homes via age-based model weighting K Skianis, A Giannopoulos, P Gkonis, P Trakadas Electronics 12 (14), 3054, 2023 | 17 | 2023 |
| Uplink NOMA for UAV-aided maritime Internet-of-Things N Nomikos, A Giannopoulos, P Trakadas, GK Karagiannidis 2023 19th International Conference on the Design of Reliable Communication …, 2023 | 16 | 2023 |
| 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 | 15 | 2024 |
| Federated learning-aided prognostics in the shipping 4.0: Principles, workflow, and use cases A Angelopoulos, A Giannopoulos, N Nomikos, A Kalafatelis, ... IEEE Access 12, 6437-6454, 2024 | 15 | 2024 |
| Improving Connectivity in 6G Maritime Communication Networks with UAV Swarms N Nomikos, A Giannopoulos, A Kalafatelis, V Özduran, P Trakadas, ... IEEE Access, 2024 | 14 | 2024 |
| Maritime federated learning for decentralized on-ship intelligence A Giannopoulos, N Nomikos, G Ntroulias, T Syriopoulos, P Trakadas IFIP International Conference on Artificial Intelligence Applications and …, 2023 | 14 | 2023 |
| Early auditory-evoked potentials in body dysmorphic disorder: An ERP/sLORETA study AE Giannopoulos, I Zioga, PC Papageorgiou, F Kapsali, ST Spantideas, ... Psychiatry Research 299, 113865, 2021 | 13 | 2021 |
Panagiotis TrakadasAsc.Prof., Department of Port Management & Shipping, National & Kapodistrian University of AthensDirección de correo verificada de uoa.gr