Recent Publications

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• N. Kolokas, V. Tatsis, A. Zacharaki, D. Ioannidis, D. Tzovaras, "Improved Outlier Detection for Failure Forecasting using Anomaly Score Threshold Optimization and Ensemble Methods.", in Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), September 4, 2024, pp. 1-6.
• 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.
• 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
• O. Manis, M. Skoumperdis, N. Kolokas, C. Kioroglou, I. Panagoulias, A. Tsolkas, D. Ioannidis, D. Tzovaras, "Optimization of manipulated cement mill variables using AI models.", in Proceedings of the International Conference on Advanced Computing Technologies and Applications (ICACTA) Mumbai, India, 2023, pp. 1-6, doi: 10.1109/ICACTA58201.2023.10393404
• N. Kolokas, D. Ioannidis, D. Tzovaras, "DSF Core: Integrated Decision Support for Optimal Scheduling of Lifetime Extension Strategies forIndustrial Equipment.", Sensors, vol. 23, no. 3, 2023.