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Mr. Lampros Leontaris -
Publications

Journals

  1. L. Leontaris, A. Mitsiaki, P. Charalampous, N. Dimitriou, E. Leivaditou, A. Karamanidis, G. Margetis, K. C. Apostolakis, S. Pantoja, C. Stephanidis, D. Tzovaras, E. Papageorgiou, "A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency.", In Computers in Industry (Vol. 149, p. 103919). Elsevier BV. https://doi.org/10.1016/j.compind.2023.103919
  2. A. Evangelidis, N. Dimitriou, L. Leontaris, D. Ioannidis, G. Tinker, D. Tzovaras, "A Deep Regression Framework Towards Laboratory Accuracy in the Shop Floor of Microelectronics", . IEEE Transactions on Industrial Informatics. 2022.
  3. L. Leontaris, N. Dimitriou, D. Ioannidis, K. Votis, D. Tzovaras, E. Papageorgiou, "An Autonomous Illumination System for Vehicle Documentation Based on Deep Reinforcement Learning.", IEEE Access, 9, pp.75336-75348 (2021)
  4. T. Kotsiopoulos, L. Leontaris, N. Dimitriou, D. Ioannidis, F. Oliveira, J. Sacramento, ..., P. Sarigiannidis, "Deep multi-sensorial data analysis for production monitoring in hard metal industry", The International Journal of Advanced Manufacturing Technology, 1-14, (2020).
  5. N. Dimitriou, L. Leontaris, T. Vafeiadis, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "A Deep Learning Framwork for Simulation and Defect Prediction in Industrial Processes", Simulation Modelling Practise and Theory, 2020.
  6. N. Dimitriou, L. Leontaris, T. Vafeiadis, D. Ioannidis, T. Wotherspoon, G. Tinker, D. Tzovaras, "Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans", IEEE Transactions on Industrial Electronics, 2019.

Conference

  1. A. Tzelepakis, L. Leontaris, N. Dimitriou, E. Koukidou, D. Bollas, A. Karamanidis, D. Tzovaras, "AUTOMATED DEFECT DETECTION IN BATTERY LINE ASSEMBLY VIA DEEP LEARNING ANALYSIS.",SMART 2023, 10th ECCOMAS Thematic Conference on Smart Structures and Materials, 03-05 July 2023, Patras, Greece. DOI: 10.7712/150123.9868.444540
  2. L. Leontaris, N. Dimitriou, A. Nikolousis, D. Tzovaras, E. Papageorgiou, "Inspection Of Surface Defects In Metal Processing Industry Using Unet-Based Architectures.", In 10th ECCOMAS Thematic Conference on Smart Structures and Materials. 10th ECCOMAS Thematic Conference on Smart Structures and Materials. Dept. of Mechanical Engineering & Aeronautics University of Patras. https://doi.org/10.7712/150123.9870.444670
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