Stephan Matzka

According to our database, Stephan Matzka authored at least 13 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Foundations for applied artificial intelligence: enabling and supporting AI teaching and research.

Ricardo Knauer, Raphael Wallsberger, Marvin Grimm, Marian Bookhahn, Frank Neumann, Stephan Matzka, Erik Rodner

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.

Raphael Wallsberger, Tim Dieter Eberhardt, Paul-Albert Bartlau, Maurice Lucas Dörnte, Tim Lukas Schröter, Stephan Matzka

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.

Andrea Torcianti, Stephan Matzka

Proceedings of the 4th International Conference on Artificial Intelligence for Industries, 2021

Structure-borne and Air-borne Sound Data for Condition Monitoring Applications.

Stephan Matzka, Johannes Pilz, Andreas Franke

Proceedings of the 4th International Conference on Artificial Intelligence for Industries, 2021

2020

Explainable Artificial Intelligence for Predictive Maintenance Applications.

Stephan Matzka

Proceedings of the Third International Conference on Artificial Intelligence for Industries, 2020

2019

Impact of Anonymization on Vehicle Detector Performance.

Lukas Schnabel, Stephan Matzka, Martin Stellmacher, Michael Pätzold, Elmar Matthes

Proceedings of the Second International Conference on Artificial Intelligence for Industries, 2019

2018

Using Process Quality Prediction to Increase Resource Efficiency in Manufacturing Processes.

Stephan Matzka

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2012

Efficient Resource Allocation for Attentive Automotive Vision Systems.

Stephan Matzka, Andrew M. Wallace, Yvan R. Petillot

IEEE Trans. Intell. Transp. Syst., 2012

A New Confidence Estimator for Vehicle Tracking Based on a Generalization of Bayes Filtering.

Richard Altendorfer, Stephan Matzka

IEEE Intell. Transp. Syst. Mag., 2012

2010

A confidence measure for vehicle tracking based on a generalization of Bayes estimation.

Richard Altendorfer, Stephan Matzka

Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2010

2008

A comparison of track-to-track fusion algorithms for automotive sensor fusion.

Stephan Matzka, Richard Altendorfer

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

2007

Determining Efficient Scan-Patterns for 3-D Object Recognition Using Spin Images.

Stephan Matzka, Yvan R. Petillot, Andrew M. Wallace

Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Fast Motion Estimation on Range Image Sequences Acquired with a 3-D Camera.

Stephan Matzka, Yvan R. Petillot, Andrew M. Wallace

Proceedings of the British Machine Vision Conference 2007, 2007