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Mr. Michail Loufakis -
Publications

Journals

  1. O. Manis, M. Skoumperdis, C. Kioroglou, D. Tzilopoulos, M. Ouzounis, M. Loufakis, N. Tsalikidis, N. Kolokas, P. Georgakis, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Data-Driven AI Models within a User-Defined Optimization Objective Function in Cement Production.", Sensors, vol. 24, no. 4, 2024. https://doi.org/10.3390/s24041225

Conference

  1. D. Papazoglou, S. Devrelis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, G. Oikonomou, I. Kourmpetis, "Web-Based Decision Support System for Remote Weather Radar Maintenance: Design and Implementation.", in Proceedings of the 7th International Conference on Artificial Intelligence and Big Data (ICAIBD).
  2. A. Styanidis, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, I. Kourmpetis, "Vibration-based Anomaly Detection on Weather Radar Rotating Machinery using One Dimensional Convolutional Autoencoder.", in Proceedings of the 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV), May 17, 2024, pp. 38-45.
  3. M. Loufakis, O. Manis, C. Kioroglou, N. Kolokas, D. Ioannidis, D. Tzovaras, M. Stankovski, "Intelligent Model Management: Using Reinforcement Learning to Detect Data Drift and Retrain Industrial Machine Learning Systems.", in Proceedings of the 26th International Conference on Digital Signal Processing and its Applications (DSPA), March 27, 2024, pp. 1-6.
  4. M. Loufakis, P. Symeonidis, S. Fontalis, D. Ioannidis, D. Tzovaras, "Employing Deep Learning Framework to Support Location Management for the Audio-Visual Industry.", in Proceedings of the 8th International Conference on Image, Vision and Computing (ICIVC), Dalian, China, 2023, pp. 942-947, doi: 10.1109/ICIVC58118.2023.10270287
  5. G. Terzoglou, M. Loufakis, P. Symeonidis, D. Ioannidis, D. Tzovaras, "Employing deep learning framework for improving solar panel defects using drone imagery.", in Proceedings of the 24th International Conference on Digital Signal Processing (DSP), Rhodes (Rodos), Greece, 2023, pp. 1-5, doi: 10.1109/DSP58604.2023.10167960
  6. G. Terzoglou, M. Loufakis, G. Aswestopoulos, P. Symeonidis, D. Ioanidis, D. Tzovaras, "Deep convolutional neural network framework for automatedinspections and predictive maintenance of PV plants using thermal UAV images.", in Proceedings of the 12th International Conference & Exhibition on Green Flexible Printed Electronics Industry (ICEFPE22) and AGRIVOLTAICS 2022, Divani Caravel Hotel, Athens, 10 - 12 October 2022.