Δημοσιεύσεις

Show all

2022

Lazaros Alexios Iliadis; Zaharias Zaharis; Sotirios Sotiroudis; Panagiotis Sarigiannidis; George Karagiannidis; Sotirios Goudos , "The road to 6G: a comprehensive survey of deep learning applications in cell-free massive MIMO communications systems", EURASIP Journal on Wireless Communications and Networking, 2022 , 2022. Journal Article

Περίληψη | BibTeX | Ετικέτες: 6G, Cell-free massive MIMO, Deep Learning, User-centric cell-free massive MIMO | Σύνδεσμοι:



Lazaros Alexios Iliadis; Sotirios P Sotiroudis; Kostas Kokkinidis; Panagiotis Sarigiannidis; Spiridon Nikolaidis; Sotirios K Goudos , "Music Deep Learning: A Survey on Deep Learning Methods for Music Processing", 2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022, ISBN: 978-1-6654-6717-9. Conference

Περίληψη | BibTeX | Ετικέτες: Deep Learning, Music Generation, Music Information Retrieval, Music Signal Processing | Σύνδεσμοι:



Lazaros Alexios Iliadis; Zaharias D Zaharis; Sotirios P Sotiroudis; Panagiotis Sarigiannidis; George K Karagiannidis; Sotirios K Goudos , "Towards 6G: Deep Learning in Cell-Free Massive MIMO", 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), 2022, ISBN: 978-1-6654-9749-7. Conference

Περίληψη | BibTeX | Ετικέτες: 6G, Cell-free massive MIMO, Deep Learning, User-centric cell-free massive MIMO | Σύνδεσμοι:



Ilias Siniosoglou; Vasileios Argyriou; Thomas Lagkas; Apostolos Tsiakalos; Antonios Sarigiannidis; Panagiotis Sarigiannidis , "Covert Distributed Training of Deep Federated Industrial Honeypots", 2021 IEEE Globecom Workshops (GC Wkshps), 2022, ISBN: 978-1-6654-2391-5. Conference

Περίληψη | BibTeX | Ετικέτες: Autoencoder, Data Generation, Deep Learning, Honeypots, Industrial Control System, SCADA | Σύνδεσμοι:



2021

T. Kotsiopoulos; P. Sarigiannidis; D. Ioannidis; D. Tzovaras , "Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm", Computer Science Review, 40 , pp. 100341, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Deep Learning, Industrial AI, Industry 4.0, machine learning, Smart Grid | Σύνδεσμοι:



P. Radoglou-Grammatikis; P. Sarigiannidis; E. Iturbe; E. Rios; S. Martinez; A. Sarigiannidis; G. Eftathopoulos; I. Spyridis; A. Sesis; N. Vakakis; D. Tzovaras; E. Kafetzakis; I. Giannoulakis; M. Tzifas; A. Giannakoulias; M. Angelopoulos; F. Ramos , "SPEAR SIEM: A Security Information and Event Management system for the Smart Grid", Computer Networks, pp. 108008, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Anomaly Detection, Cybersecurity, Deep Learning, Intrusion detection, machine learning, SCADA, Security Information and Event Management, Smart Grid | Σύνδεσμοι:



Z. Sun, Y. Spyridis, T. Lagkas, A. Sesis, G. Efstathopoulos; P. Sarigiannidis , "End-to-End Deep Graph Convolutional Neural Network Approach for Intentional Islanding in Power Systems Considering Load-Generation Balance", Sensors, 21 (5), pp. 1650, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Deep Learning, Graph convolutional networks, graph partition, Intentional islanding, Load-generation balance, Power system, Spectral clustering | Σύνδεσμοι:



Sotirios P. Sotiroudis; Panagiotis Sarigiannidis; Sotirios K. Goudos; Katherine Siakavara , "Fusing Diverse Input Modalities for Path Loss Prediction: A Deep Learning Approach", IEEE Access, 9 , pp. 30441–30451, 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: Convolutional Neural Networks, Data to Image Transformation, Deep Learning, Path loss, Pseudoimages, Radio Propagation | Σύνδεσμοι:



Y. Spyridis; T. Lagkas; P. Sarigiannidis; V. Argyriou; A. Sarigiannidis; G. Eleftherakis; J. Zhang , "Towards 6g iot: Tracing mobile sensor nodes with deep learning clustering in uav networks", Sensors, 21 (11), 2021. Journal Article

Περίληψη | BibTeX | Ετικέτες: 6G, Deep Learning, Graph convolutional network, IoT, RSSI, Sensor tracking, unmanned aerial vehicles | Σύνδεσμοι:



2020

T. Kotsiopoulos; L. Leontaris; N. Dimitriou; D. Ioannidis; F. Oliveira; J. Sacramento; S. Amanatiadis; G. Karagiannis; K. Votis; D. Tzovaras; P. Sarigiannidis , "Deep multi-sensorial data analysis for production monitoring in hard metal industry", International Journal of Advanced Manufacturing Technology, 2020. Journal Article

Περίληψη | BibTeX | Ετικέτες: Deep Learning, Deep multi-sensorial data analysis, Hard metal industry, Production monitoring, Smart manufacturing | Σύνδεσμοι:



Διεύθυνση

 

Internet of Things and Applications Lab, Department of Electrical and Computer Engineering, Greece, Kozani,50100, Karamanli & Ligeris Str.

Πληροφορίες Επικοινωνίας

call: +30 2461 056527

Email: ithaca (at) uowm (dot) gr

Κοινωνικά Μέσα Δικτύωσης

Project Space
Μετάβαση στο περιεχόμενο