Recent Publications

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• 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.
• 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.
• A. Nizamis, G. Schlake, G. Siachamis, V. Dimitriadis, C. Patsonakis, C. Beecks, D. Ioannidis, K. Votis, D. Tzovaras, "Designing a Marketplace to Exchange AI Models for Industry 5.0.", In Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI 2023 Sep 28 (pp. 27-41). Cham: Springer Nature Switzerland.
• R. Sofia, C. Coutinho, G. Scivoletto, G. Insolvibile, R. Deshmukh, A. Schneider, V. Damjanovic-Behrendt, F. Gigante, U. Wajid, A. Nizamis, D. Ioannidis, T. Mastos, "The EFPF Approach to Manufacturing Applications Across Edge-cloud Architectures.", In Shaping the Future of IoT with Edge Intelligence-How Edge Computing Enables the Next Generation of IoT Applications, River Publishers Series in Communications and Networking, 2023. https://www.researchgate.net/publication/373736124_The_EFPF_Approach_to_Manufacturing_Applications_Across_Edge-cloud_Architectures