| 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 | 64 | 2021 |
| 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 | 57 | 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 | 51 | 2021 |
| AI and ML–Enablers for beyond 5G Networks A Kaloxylos, A Gavras, D Camps Mur, M Ghoraishi, H Hrasnica | 51 | 2021 |
| Artificial Intelligence Applications and Innovations: 8th IFIP WG 12.5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I LS Iliadis, I Maglogiannis, H Papadopoulos Springer, 2012 | 37* | 2012 |
| 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 ST Spantideas, AE Giannopoulos, NC Kapsalis, A Kalafatelis, ... 2021 IEEE International Mediterranean Conference on Communications 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 |
| 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 | 22 | 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 | 19 | 2021 |
| A novel multi-magnetometer facility for on-ground characterization of spacecraft equipment S Tsatalas, D Vergos, ST Spantideas, NC Kapsalis, SDJ Kakarakis, ... Measurement 146, 948-960, 2019 | 18 | 2019 |
| A method of predicting composite magnetic sources employing particle swarm optimization ST Spantideas, NC Kapsalis, SDJ Kakarakis, CN Capsalis Progress In Electromagnetics Research M 39, 161-170, 2014 | 15 | 2014 |
| 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 |
| Steady state emissions modeling of low frequency magnetic and electric fields generated by GOCE CDMU AT Baklezos, CD Nikolopoulos, ST Spantideas, EG Chatzineofytou, ... 2019 ESA Workshop on Aerospace EMC (Aerospace EMC), 1-5, 2019 | 12 | 2019 |
| Electromagnetic Compatibility for Space Systems Design CD Nikolopoulos IGI Global, 2018 | 12 | 2018 |
| Intelligent Mission Critical Services over Beyond 5G Networks: Control Loop and Proactive Overload Detection S Spantideas, A Giannopoulos, MA Cambeiro, O Trullols-Cruces, ... 2023 International Conference on Smart Applications, Communications and …, 2023 | 11 | 2023 |
| Allocating orders to printing machines for defect minimization: A comparative machine learning approach A Angelopoulos, A Giannopoulos, S Spantideas, N Kapsalis, ... IFIP international conference on artificial intelligence applications and …, 2022 | 11 | 2022 |
| 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 | 11 | 2021 |
| Impact of classifiers to drift detection method: a comparison A Angelopoulos, AE Giannopoulos, NC Kapsalis, ST Spantideas, ... International conference on engineering applications of neural networks, 399-410, 2021 | 10 | 2021 |
Anastasios E. GiannopoulosNational Technical University of Athens, School of Electrical and Computer EngineeringEmail verificata su mail.ntua.gr