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Optimizing Manufacturing Processes through Artificial Intelligence and Virtualization

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Publications

Short Survey of Artificial Intelligent Technologies for Defect Detection in Manufacturing

Author(s): Elpiniki I. Papageorgiou, Theodosis Theodosiou, George Margetis, Nikolaos Dimitriou, Paschalis Charalampous, Dimitrios Tzovaras, Ioannis Samakovlis
Published in: International Conference on Information, Intelligence, Systems and Applications (IISA), 1, 2021
Publisher: IEEE
DOI: 10.1109/iisa52424.2021.9555499

Autoencoders for Anomaly Detection in an Industrial Multivariate Time Series Dataset

Author(s): Theodoros Tziolas, Konstantinos Papageorgiou, Theodosios Theodosiou, Elpiniki Papageorgiou, Theofilos Mastos and Angelos Papadopoulos
Published in: 8th International conference on Time Series and Forecasting (ITISE2022), 18(1), 2022, Page(s) 23
Publisher: 8th International conference on Time Series and Forecasting (ITISE2022)
DOI: 10.3390/2022018023

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

Author(s): Apostolos Evangelidis, Nikolaos Dimitriou, Lampros Leontaris, Dimosthenis Ioannidis, Gregory Tinker, Dimitrios Tzovaras
Published in: IEEE Transactions on Industrial Informatics, 1, 2022, Page(s) 1-10, ISSN 1551-3203
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tii.2022.3182343

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

Author(s): Lampros Leontaris; Nikolaos Dimitriou; Dimosthenis Ioannidis; Konstantinos Votis; Dimitrios Tzovaras; Elpiniki I. Papageorgiou
Published in: IEEE Xplore, 1, 2021, Page(s) 75336 - 75348, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3081736