Stephan Matzka

15 papers A 1B 1Journal 2Unranked 11
YearRankTypeTitle / Venue / Authors
2024 — conf
Explainable Artificial Intelligence Beyond Feature Attributions: The Validity and Reliability of Feature Selection Explanations.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Raphael Wallsberger, Ricardo Knauer, Stephan Matzka
2023 — conf
Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode Analysis.
TransAI
Raphael Wallsberger, Ricardo Knauer, Stephan Matzka
2023 — conf
Foundations for applied artificial intelligence: enabling and supporting AI teaching and research.
GI-Jahrestagung
Ricardo Knauer, Raphael Wallsberger, Marvin Grimm, Marian Bookhahn, Frank Neumann, Stephan Matzka, Erik Rodner
2022 — conf
Explainable Artificial Intelligence for a high dimensional condition monitoring application using the SHAP Method.
AI4I
Raphael Wallsberger, Tim Dieter Eberhardt, Paul-Albert Bartlau, Maurice Lucas Dörnte, Tim Lukas Schröter, Stephan Matzka
2021 — conf
Explainable Artificial Intelligence for Predictive Maintenance Applications using a Local Surrogate Model.
AI4I
Andrea Torcianti, Stephan Matzka
2021 — conf
Structure-borne and Air-borne Sound Data for Condition Monitoring Applications.
AI4I
Stephan Matzka, Johannes Pilz, Andreas Franke
2020 — conf
Explainable Artificial Intelligence for Predictive Maintenance Applications.
AI4I
Stephan Matzka
2019 — conf
Impact of Anonymization on Vehicle Detector Performance.
AI4I
Lukas Schnabel, Stephan Matzka, Martin Stellmacher, Michael Pätzold, Elmar Matthes
2018 — conf
Using Process Quality Prediction to Increase Resource Efficiency in Manufacturing Processes.
AI4I
Stephan Matzka
2012 J jnl
A New Confidence Estimator for Vehicle Tracking Based on a Generalization of Bayes Filtering.
IEEE Intell. Transp. Syst. Mag.
Richard Altendorfer, Stephan Matzka
2012 J jnl
Efficient Resource Allocation for Attentive Automotive Vision Systems.
IEEE Trans. Intell. Transp. Syst.
Stephan Matzka, Andrew M. Wallace, Yvan R. Petillot
2010 B conf
A confidence measure for vehicle tracking based on a generalization of Bayes estimation.
Intelligent Vehicles Symposium
Richard Altendorfer, Stephan Matzka
2008 — conf
A comparison of track-to-track fusion algorithms for automotive sensor fusion.
MFI
Stephan Matzka, Richard Altendorfer
2007 — conf
Determining Efficient Scan-Patterns for 3-D Object Recognition Using Spin Images.
ISVC (2)
Stephan Matzka, Yvan R. Petillot, Andrew M. Wallace
2007 A conf
Fast Motion Estimation on Range Image Sequences Acquired with a 3-D Camera.
BMVC
Stephan Matzka, Yvan R. Petillot, Andrew M. Wallace