Machine learning and deep learning in smart manufacturing: The smart grid paradigm T Kotsiopoulos, P Sarigiannidis, D Ioannidis, D Tzovaras Computer Science Review 40, 100341, 2021 | 300 | 2021 |
Sdn-based resilient smart grid: The sdn-microsense architecture PR Grammatikis, P Sarigiannidis, C Dalamagkas, Y Spyridis, T Lagkas, ... Digital 1 (4), 173-187, 2021 | 34 | 2021 |
Deep multi-sensorial data analysis for production monitoring in hard metal industry T Kotsiopoulos, L Leontaris, N Dimitriou, D Ioannidis, F Oliveira, ... The International Journal of Advanced Manufacturing Technology 115, 823-836, 2021 | 23 | 2021 |
Enabling cyber-attack mitigation techniques in a software defined network A Pasias, T Kotsiopoulos, G Lazaridis, A Drosou, D Tzovaras, ... 2021 IEEE International Conference on Cyber Security and Resilience (CSR …, 2021 | 8 | 2021 |
Fault Detection on Bearings and Rotating Machines based on Vibration Sensors Data T Kotsiopoulos, T Vafeiadis, A Apostolidis, A Nizamis, N Alexopoulos, ... 2021 IEEE International Conference on Progress in Informatics and Computing …, 2021 | 5 | 2021 |
Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms T Kotsiopoulos, G Papakostas, T Vafeiadis, V Dimitriadis, A Nizamis, ... Expert Systems with Applications 255, 124839, 2024 | 4 | 2024 |
Cyber-Resilience Enhancement Framework in Smart Grids A Pasias, T Kotsiopoulos, G Lazaridis, A Drosou, D Tzovaras, ... Power Systems Cybersecurity: Methods, Concepts, and Best Practices, 363-386, 2023 | 4 | 2023 |
Cyber attack detection and trust management toolkit for defence-related microgrids M Charalampos-Rafail, K Thanasis, V Vasileios, I Dimosthenis, ... IFIP International Conference on Artificial Intelligence Applications and …, 2021 | 3 | 2021 |
Anomaly Detection in Industrial Processes: Supervised vs. Unsupervised Learning and the Role of Explainability A Bardos, P Doupidis, T Kotsiopoulos, T Vafeiadis, A Nizamis, ... Open Research Europe 5 (8), 8, 2025 | 2 | 2025 |
Enhancing transparency and trust in AI-powered manufacturing: A survey of explainable AI (XAI) applications in smart manufacturing in the era of industry 4.0/5.0 K Nikiforidis, A Kyrtsoglou, T Vafeiadis, T Kotsiopoulos, A Nizamis, ... ICT Express, 2024 | 2 | 2024 |
Exploring compressibility of transformer based text-to-music (TTM) models V Moschopoulos, T Kotsiopoulos, PP Parada, K Nikiforidis, A Stergiadis, ... arXiv preprint arXiv:2406.17159, 2024 | | 2024 |