| 2021 | MDM | Improving persistence based trajectory simplification. | Moritz Laass, Marie Kiermeier, Martin Werner |
| 2019 | AAAI | Memory Bounded Open-Loop Planning in Large POMDPs Using Thompson Sampling. | Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien |
| 2019 | GECCO | Scenario co-evolution for reinforcement learning on a grid world smart factory domain. | Thomas Gabor, Andreas Sedlmeier, Marie Kiermeier, Thomy Phan, Marcel Henrich, Monika Pichlmair, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt |
| 2019 | INISTA | Supporting the DevOps Feedback Loop using Unsupervised Machine Learning. | Iris Figalist, Andreas Biesdorf, Christoph Brand, Sebastian Feld, Marie Kiermeier |
| 2018 | INDIN | Visual Analytics for Root Cause Analysis in Self-Organizing Industrial Systems. | Marie Kiermeier, Sebastian Feld |
| 2018 | INDIN | Monitoring Autonomous Agents in Self-Organizing Industrial Systems. | Marie Kiermeier, Thomy Phan, Horst Sauer, Jan Wieghardt |
| 2018 | IDEAL | Anomaly Detection in Spatial Layer Models of Autonomous Agents. | Marie Kiermeier, Sebastian Feld, Thomy Phan, Claudia Linnhoff-Popien |
| 2018 | ISoLA | Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm. | Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier, Bernhard Kempter, Cornel Klein, Horst Sauer, Reiner N. Schmid, Jan Wieghardt |
| 2018 | KI | Risk-Sensitivity in Simulation Based Online Planning. | Kyrill Schmid, Lenz Belzner, Marie Kiermeier, Alexander Neitz, Thomy Phan, Thomas Gabor, Claudia Linnhoff |
| 2017 | ICCSA | Online Reverse Subpattern Matching for Reproducing Trajectories from Sub-paths. | Marie Kiermeier |
| 2017 | INDIN | Monitoring self-organizing industrial systems using sub-trajectory dictionaries. | Marie Kiermeier, Horst Sauer, Jan Wieghardt |
| 2017 | INDIN | Building scalable models for anomaly detection in self-organizing industrial systems. | Marie Kiermeier, Martin Werner, Horst Sauer, Jan Wieghardt |
| 2017 | TIME | Similarity Search for Spatial Trajectories Using Online Lower Bounding DTW and Presorting Strategies. | Marie Kiermeier, Martin Werner |