Stephan Matzka
Orcid: 0000-0002-3458-5786
According to our database1,
Stephan Matzka
authored at least 15 papers
between 2007 and 2024.
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Bibliography
2024
Explainable Artificial Intelligence Beyond Feature Attributions: The Validity and Reliability of Feature Selection Explanations.
Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024
2023
Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode Analysis.
Proceedings of the 2023 Fifth International Conference on Transdisciplinary AI (TransAI), 2023
Foundations for applied artificial intelligence: enabling and supporting AI teaching and research.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023
2022
Explainable Artificial Intelligence for a high dimensional condition monitoring application using the SHAP Method.
Proceedings of the 5th International Conference on Artificial Intelligence for Industries, 2022
2021
Explainable Artificial Intelligence for Predictive Maintenance Applications using a Local Surrogate Model.
Proceedings of the 4th International Conference on Artificial Intelligence for Industries, 2021
Proceedings of the 4th International Conference on Artificial Intelligence for Industries, 2021
2020
Proceedings of the Third International Conference on Artificial Intelligence for Industries, 2020
2019
Proceedings of the Second International Conference on Artificial Intelligence for Industries, 2019
2018
Using Process Quality Prediction to Increase Resource Efficiency in Manufacturing Processes.
Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018
2012
IEEE Trans. Intell. Transp. Syst., 2012
A New Confidence Estimator for Vehicle Tracking Based on a Generalization of Bayes Filtering.
IEEE Intell. Transp. Syst. Mag., 2012
2010
A confidence measure for vehicle tracking based on a generalization of Bayes estimation.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010
2008
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008
2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Proceedings of the British Machine Vision Conference 2007, 2007