Recent Publications

Show all (7)

• A. Bardos, P. Doupidis, T. Kotsiopoulos, T. Vafeiadis, A. Nizamis, H. Geerdens, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "Anomaly detection in industrial processes: Supervised vs. unsupervised learning and the role of explainability.", Open Research Europe, vol. 5, no. 8, January 14, 2025.
• K. Nikiforidis, A. Kyrtsoglou, T. Vafeiadis, T. Kotsiopoulos, A. Nizamis, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "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.", ICT Express, 2024.
• T. Kotsiopoulos, G. Papakostas, T. Vafeiadis, V. Dimitriadis, A. Nizamis, A. Bolzoni, D. Bellinati, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms.", Expert Systems with Applications, vol. 255, December 1, 2024.
• A. Pasias, T. Kotsiopoulos, G. Lazaridis, A. Drosou, D. Tzovaras, P. Sarigiannidis, "Cyber-Resilience Enhancement Framework in Smart Grids.", in Power Systems Cybersecurity, H. Haes Alhelou, N. Hatziargyriou, and Z. Y. Dong, Eds., Power Systems, Cham, Switzerland: Springer, 2023. https://doi.org/10.1007/978-3-031-20360-2_15
• T. Kotsiopoulos, T. Vafeiadis, A. Apostolidis, A. Nizamis, N. Alexopoulos, D. Ioannidis, D. Tzovaras, P. Sarigiannidis, "Fault Detection on Bearings and Rotating Machines based on Vibration Sensors Data.", in Proceedings of the International Conference on Progress in Informatics and Computing, Shanghai, China, 2021.