Recent Publications

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• 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. 2024 Dec 1;255:124839.
• A. Nizamis, D. Ioannidis, P. Gkonis, P. Trakadas, "Introducing an Enhanced Metadata Broker for Manufacturing Data Spaces.", In Proceedings of the 4th Eclipse Security, AI, Architecture and Modelling Conference on Data Space (eSAAM '24). Association for Computing Machinery, New York, NY, USA, 37–40.
• 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. 2024 Jul 17:128204.
• 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: Enterprise Interoperability Through Connected Digital Twins 2024 Mar 21 (pp. 37-48). Cham: Springer International Publishing.