Προσφατες Δημοσιεύσεις

Εμφάνιση όλων (41)

• 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.
• T. Antamis, A. Drosou, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Interpretability of deep neural networks: A review of methods, classification and hardware.", Neurocomputing, vol. 601, July 17, 2024.
• A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. G. Valencia, M. J. Ariño, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visual and Data Analytics Platform for Industry 4.0 Enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain.", in Enterprise Interoperability X, pp. 37-48, March 21, 2024.
• D. Dimoudis, T. Vafeiadis, A. Nizamis, E. Musiari, L. Ziliotti, D. Ioannidis, D. Tzovaras, "A Holistic Framework for Production Scheduling in Industry 4.0.", in Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 2023, pp. 269-276, doi: 10.1109/DCOSS-IoT58021.2023.00053