Veröffentlichungen / Publications

• Rastin, Z.; Söffker, D.: Fundamentals and Developments in Probability of Detection Approaches for Reliability Assessment of Engineering System. IEEE ATC, Rende, Italy, 2026, submitted.
• Rastin, Z.; Söffker, D.: Advanced evaluation of classifiers using a probability of detection approach for reliable human driver lane changing prediction. Machine Learning with Applications, 2026, submitted.
• Rastin, Z.; Söffker, D.: Probability of Detection-Based Optimization of Machine Learning Classifiers. Reliability Engineering and System Safety, 2026, submitted.
• Rastin, Z.; Söffker, D.: A multi-parameter POD approach for advanced evaluation and reliability-based optimization of machine learning classifiers in structural health monitoring. Structural Control and health monitoring, 2026, submitted.
• Rastin, Z.; Donandt, K.; Söffker, D.: Reliability comparison of Deep Learning-based vessel trajectory prediction models via Probability of Detection. 36th IEEE Intelligent Vehicle Symposium (IV), Napoca, Romania, Jun, 22-25, 2025.
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• Rastin, Z.; Donandt, K.; Söffker, D.: Reliability comparison of vessel trajectory prediction models via Probability of Detection. IEEE IV, Cluj-Napoca, Romania, 2025.
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• Rastin, Z.; Söffker, D.: Advanced POD-based performance evaluation of classifiers for reliable and safe human driver lane changing prediction. Reliability Engineering & System Safety, 2025, submitted.
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• Rastin, Z.; Söffker, D.: Multi-Level Feature Extraction and Classification for Lane Changing Behavior Prediction and POD-Based Evaluation. MDPI Automation, 2024.
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• Rastin, Z.; Söffker, D.: Advanced POD-Based Performance Evaluation of Classifiers Applied to Human Driver Lane Changing Prediction. IEEE Access, 2024, submitted.
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