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 2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) 2024 Sep 4 (pp. 1-6). IEEE.
• 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 2024 26th International Conference on Digital Signal Processing and its Applications (DSPA) 2024 Mar 27 (pp. 1-6). IEEE.
• 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. 2024; 24(4):1225. 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 2023 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, 23(3), 1332. (2023).