Impact of Classifiers to Drift Detection Method: A Comparison. - Angelos Angelopoulos; Anastasios E. Giannopoulos; Nikolaos C. Kapsalis; Sotirios T. Spantideas; Lambros Sarakis; Stamatis Voliotis; Panagiotis Trakadas (EANN, 2021)

ISLAND: An Interlinked Semantically-Enriched Blockchain Data Framework. - Alexandros Kalafatelis; Konstantinos Panagos; Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos C. Kapsalis; Marios Touloupou; Evgenia Kapassa; Leonidas Katelaris; Panayiotis Christodoulou; Klitos Christodoulou; Panagiotis Trakadas (GECON, 2021)

Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learning. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Christos G. Tsinos; Panagiotis Trakadas (AIAI (Workshops), 2021)

Joint Energy-efficient and Throughput-sufficient Transmissions in 5G Cells with Deep Q-Learning. - Sotirios T. Spantideas; Anastasios E. Giannopoulos; Nikolaos C. Kapsalis; Alexandros Kalafatelis; Christos N. Capsalis; Panagiotis Trakadas (MeditCom, 2021)

WIP: Demand-Driven Power Allocation in Wireless Networks with Deep Q-Learning. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos Capsalis; Panagiotis K. Gkonis; Panos Karkazis; Lambros Sarakis; Panos Trakadas; Christos N. Capsalis (WOWMOM, 2021)

Deep Reinforcement Learning for Energy-Efficient Multi-Channel Transmissions in 5G Cognitive HetNets: Centralized, Decentralized and Transfer Learning Based Solutions. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos C. Kapsalis; Panagiotis Karkazis; Panagiotis Trakadas (IEEE Access, 2021)

A Cost-Efficient 5G Non-Public Network Architectural Approach: Key Concepts and Enablers, Building Blocks and Potential Use Cases. - Panagiotis Trakadas; Lambros Sarakis; Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos Capsalis; Panagiotis K. Gkonis; Panagiotis Karkazis; Giovanni Rigazzi; Angelos Antonopoulos 001; Marta Amor Cambeiro; Sergio Gonzalez-Diaz; Luís Conceição (Sensors, 2021)

Towards Closed-loop Automation in 5G Open RAN: Coupling an Open-Source Simulator with xApps. - Theofanis Karamplias; Sotirios T. Spantideas; Anastasios E. Giannopoulos; Panagiotis K. Gkonis; Nikolaos C. Kapsalis; Panagiotis Trakadas (EuCNC, 2022)

Towards Zero-Defect Manufacturing: Machine Selection through Unsupervised Learning in the Printing Industry. - Sotirios T. Spantideas; Anastasios E. Giannopoulos; Nikolaos C. Kapsalis; Angelos Angelopoulos; Stamatis Voliotis; Panagiotis Trakadas (I-ESA Workshops, 2022)

Allocating Orders to Printing Machines for Defect Minimization: A Comparative Machine Learning Approach. - Angelos Angelopoulos; Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos C. Kapsalis; Christos Trochoutsos; Stamatis Voliotis; Panagiotis Trakadas (AIAI (2), 2022)

Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos C. Kapsalis; Panagiotis K. Gkonis; Lambros Sarakis; Christos N. Capsalis; Massimo Vecchio; Panagiotis Trakadas (IEEE Access, 2022)

A Reference Architecture for Cloud-Edge Meta-Operating Systems Enabling Cross-Domain, Data-Intensive, ML-Assisted Applications: Architectural Overview and Key Concepts. - Panagiotis Trakadas; Xavi Masip-Bruin; Federico M. Facca; Sotirios T. Spantideas; Anastasios E. Giannopoulos; Nikolaos C. Kapsalis; Rui Martins; Enrica Bosani; Joan Molinas-Ramón; Raül González Prats; George Ntroulias; Dimitrios V. Lyridis (Sensors, 2022)

Learning to Fulfill the User Demands in 5G-enabled Wireless Networks through Power Allocation: a Reinforcement Learning approach. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Nikolaos Nomikos; Alexandros Kalafatelis; Panagiotis Trakadas (DRCN, 2023)

Uplink NOMA for UAV-Aided Maritime Internet-of-Things. - Nikolaos Nomikos; Anastasios E. Giannopoulos; Panagiotis Trakadas; George K. Karagiannidis (DRCN, 2023)

Maritime Federated Learning for Decentralized On-Ship Intelligence. - Anastasios E. Giannopoulos; Nikolaos Nomikos; Georgios Ntroulias; Theodoros Syriopoulos; Panagiotis Trakadas (AIAI (2), 2023)

Intelligent Mission Critical Services over Beyond 5G Networks: Control Loop and Proactive Overload Detection. - Sotirios T. Spantideas; Anastasios E. Giannopoulos; Marta Amor Cambeiro; Óscar Trullols-Cruces; Eneko Atxutegi; Panagiotis Trakadas (SmartNets, 2023)

A Survey on IoT-Edge-Cloud Continuum Systems: Status, Challenges, Use Cases, and Open Issues. - Panagiotis K. Gkonis; Anastasios E. Giannopoulos; Panagiotis Trakadas; Xavi Masip-Bruin; Francesco D'Andria (Future Internet, 2023)

Empowering 6G maritime communications with distributed intelligence and over-the-air model sharing. - Menelaos Zetas; Sotirios T. Spantideas; Anastasios E. Giannopoulos; Nikolaos Nomikos; Panagiotis Trakadas (Frontiers Commun. Networks, 2023)

PDPPnet: Prioritized Delay-aware and Peer-to-Peer Task Offloading in Cloud-Edge Continuum with Double Dueling Deep Q-Networks. - Anastasios E. Giannopoulos; Ilias Paralikas; Sotirios T. Spantideas; Nikolaos Nomikos; Panagiotis Trakadas (CAMAD, 2024)

A Distributed Trustable AI Engine for Anomaly Detection in 6G Networks: Architecture, Use Cases and Performance Evaluation. - George Xylouris; Panagiotis Trakadas; Anastasios E. Giannopoulos; Vasileios Nikolakakis; Gerasimos Patsourakis; Panagiotis K. Gkonis; Nikolaos Nomikos; Charilaos Mandilaris (CAMAD, 2024)

A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems. - Alexandros S. Kalafatelis; Nikolaos Stamou; Alkmini Dailani; Theodoros Theodoridis; Nikolaos Nomikos; Anastasios E. Giannopoulos; Nikolaos Tsoulakos; Georgios Alexandridis; Panagiotis Trakadas (EMCIS (1), 2024)

Placing Computational Tasks Within Edge-Cloud Continuum: A DRL Delay Minimization Scheme. - Anastasios E. Giannopoulos; Andrés L. Suárez-Cetrulo; Xavi Masip-Bruin; Francesco D'Andria; Panagiotis Trakadas (Euro-Par Workshops (2), 2024)

Lightweight Inference by Neural Network Pruning: Accuracy, Time and Comparison. - Ilias Paralikas; Sotiris T. Spantideas; Anastasios E. Giannopoulos; Panagiotis Trakadas (AIAI (3), 2024)

Deep Reinforcement Learning for Smart Home Temperature Comfort in IoT-Edge Computing Systems. - Marios Christopoulos; Sotirios T. Spantideas; Anastasios E. Giannopoulos; Panagiotis Trakadas (MECC@EuroSys, 2024)

Federated Learning-Aided Prognostics in the Shipping 4.0: Principles, Workflow, and Use Cases. - Angelos Angelopoulos; Anastasios E. Giannopoulos; Nikolaos Nomikos; Alexandros Kalafatelis; Antonios Hatziefremidis; Panagiotis Trakadas (IEEE Access, 2024)

Improving Connectivity in 6G Maritime Communication Networks With UAV Swarms. - Nikolaos Nomikos; Anastasios E. Giannopoulos; Alexandros Kalafatelis; Volkan Özduran; Panagiotis Trakadas; George K. Karagiannidis (IEEE Access, 2024)

Sailing into the future: technologies, challenges, and opportunities for maritime communication networks in the 6G era. - George Xylouris; Nikolaos Nomikos; Alexandros Kalafatelis; Anastasios E. Giannopoulos; Sotirios T. Spantideas; Panagiotis Trakadas (Frontiers Commun. Networks, 2024)

HOODIE: Hybrid Computation Offloading via Distributed Deep Reinforcement Learning in Delay-Aware Cloud-Edge Continuum. - Anastasios E. Giannopoulos; Ilias Paralikas; Sotirios T. Spantideas; Panagiotis Trakadas (IEEE Open J. Commun. Soc., 2024)

FedShip: Federated Over-the-Air Learning for Communication-Efficient and Privacy-Aware Smart Shipping in 6G Communications. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Menelaos Zetas; Nikolaos Nomikos; Panagiotis Trakadas (IEEE Trans. Intell. Transp. Syst., 2024)

ICOS: An Intelligent MetaOS for the Continuum. - Jordi Garcia 001; Xavi Masip-Bruin; Anastasios E. Giannopoulos; Panagiotis Trakadas; Sebastián A. Cajas Ordóñez; Jaydeep Samanta; Andrés L. Suárez-Cetrulo; Ricardo Simon Carbajo; Marc Michalke; Admela Jukan; Artur Jaworski; Marcin Kotlinski; et al. (MECC@EuroSys, 2025)

SLEEPY-rApp: Delay-aware Sleep Scheduling for Energy Efficiency in MEC-enabled O-RAN. - George Levis; Anastasios E. Giannopoulos; Sotirios T. Spantideas; Panagiotis Trakadas (MECC@EuroSys, 2025)

AI-Driven Self-Healing in Cloud-Native 6G Networks Through Dynamic Server Scaling. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; Panagiotis Trakadas; Jesús Pérez-Valero; Gines Garcia-Aviles; Antonio F. Skarmeta-Gómez (NetSoft, 2025)

Rethinking AI-Powered Service Orchestration: The Case for Decentralization. - Jesús Pérez-Valero; Gines Garcia-Aviles; Anastasios E. Giannopoulos; Sotirios T. Spantideas; Antonio F. Skarmeta; Slawomir Kuklinski (NetSoft, 2025)

COMIX: Generalized Conflict Management in O-RAN xApps - Architecture, Workflow, and a Power Control Case. - Anastasios E. Giannopoulos; Sotirios T. Spantideas; George Levis; Alexandros S. Kalafatelis; Panagiotis Trakadas (IEEE Access, 2025)

Autonomous Price-Aware Energy Management System in Smart Homes via Actor-Critic Learning With Predictive Capabilities. - Sotirios T. Spantideas; Anastasios E. Giannopoulos; Panagiotis Trakadas (IEEE Trans Autom. Sci. Eng., 2025)

Prepulse Inhibition and Prestimulus Nonlinear Brain Dynamics in Childhood: A Lyapunov Exponent Approach. - Anastasios E. Giannopoulos; Ioanna Zioga; Vaios Ziogas; Panos C. Papageorgiou; Georgios N. Papageorgiou; Charalabos C. Papageorgiou (IEEE Trans. Cogn. Dev. Syst., 2025)

Smart Mission Critical Service Management: Architecture, Deployment Options, and Experimental Results. - Sotirios T. Spantideas; Anastasios E. Giannopoulos; Panagiotis Trakadas (IEEE Trans. Netw. Serv. Manag., 2025)