Publications

An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning

L. Leontaris, N. Dimitriou, D. Ioannidis, K. Votis, D. Tzovaras and E. Papageorgiou.
In IEEE Access, vol. 9, pp. 75336-75348, 2021.
DOI: 10.1109/ACCESS.2021.3081736

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Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing

E. I. Papageorgiou et al., “Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing,” 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA), 2021, pp. 1-7, DOI: 10.1109/IISA52424.2021.9555499.

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A Deep Regression Framework Towards Laboratory Accuracy in the Shop Floor of Microelectronics

A. Evangelidis, N. Dimitriou, L. Leontaris, D. Ioannidis, G. Tinker and D. Tzovaras, “A Deep Regression Framework Towards Laboratory Accuracy in the Shop Floor of Microelectronics,” in IEEE Transactions on Industrial Informatics, 2022, doi: 10.1109/TII.2022.3182343.

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Autoencoders for Anomaly Detection in an Industrial Multivariate Time Series Dataset

Theodoros Tziolas, Konstantinos Papageorgiou, Theodosios Theodosiou, Elpiniki Papageorgiou, Theofilos Mastos and Angelos Papadopoulos. “Autoencoders for Anomaly Detection in an Industrial Multivariate Time Series Dataset” in MDPI Engineering Proceedings, 2022, https://doi.org/10.3390/engproc2022018023.

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4ZDM Workshop: OPTIMAI Progress
Achieved

N. Dimitriou.

European Zero Defect Manufacturing ZDM Landscape State of Play, 8 July 2021, virtual workshop.

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