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Anastasios E. Giannopoulos
Anastasios E. Giannopoulos
National Technical University of Athens, School of Electrical and Computer Engineering
Verified email at mail.ntua.gr
Title
Cited by
Cited by
Year
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
542021
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
52*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
472022
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
472021
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
28*2022
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
222021
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
212022
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
212021
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
202021
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
192022
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
182021
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
152023
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
122023
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
122023
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
122021
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
112023
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
102024
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
102022
Test–retest reliability of brain oscillations in a prepulse inhibition and facilitation paradigm: effects of gender in healthy humans
X Stachtea, I Zioga, AE Giannopoulos, PC Papageorgiou, ST Spantideas, ...
NeuroReport 31 (13), 985-990, 2020
102020
Evaluating the Modulation of the Acoustic Startle Reflex in Children and Adolescents via Vertical EOG and EEG: Sex, Age and Behavioral Effects
AE Giannopoulos, I Zioga, P Papageorgiou, P Pervanidou, G Makris, ...
Frontiers in Neuroscience 16, 798667, 2022
92022
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