| 2025 | CoDIT | Adaptive Robotic Path Planning via Obstacle Trajectory-Guided Reinforcement Learning. | Ali Nafih Pullani, Frank Ortmeier |
| 2025 | CVPR | Out-of-Distribution Detection with Adversarial Outlier Exposure. | Thomas Botschen, Konstantin Kirchheim, Frank Ortmeier |
| 2025 | ICML | Improving Out-of-Distribution Detection with Markov Logic Networks. | Konstantin Kirchheim, Frank Ortmeier |
| 2025 | PRDC | Guided Importance Sampling for Safety and Reliability: A Pragmatic Comparison of Symbolic and Simulation-Based Approaches. | Tim Gonschorek, Frank Ortmeier |
| 2025 | SAFECOMP | Functional Safety with Model-Based Safety Analysis: A Perspective from ARP4761A. | Tim Gonschorek, Frank Ortmeier |
| 2024 | KI | Out-of-Distribution Detection with Logical Reasoning (Extended Abstract). | Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier |
| 2024 | WACV | Out-of-Distribution Detection with Logical Reasoning. | Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier |
| 2024 | SAFECOMP | Language Models as Reasoners for Out-of-Distribution Detection. | Konstantin Kirchheim, Frank Ortmeier |
| 2023 | INDIN | Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. | Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier |
| 2023 | SAFECOMP | Evaluating and Increasing Segmentation Robustness in CARLA. | Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Frank Ortmeier |
| 2022 | CVPR | PyTorch-OOD: A Library for Out-of-Distribution Detection based on PyTorch. | Konstantin Kirchheim, Marco Filax, Frank Ortmeier |
| 2022 | ICPR | Multi-Class Hypersphere Anomaly Detection. | Konstantin Kirchheim, Marco Filax, Frank Ortmeier |
| 2021 | MSR | AndroidCompass: A Dataset of Android Compatibility Checks in Code Repositories. | Sebastian Nielebock, Paul Blockhaus, Jacob Krger, Frank Ortmeier |
| 2021 | MVA | On the Influence of Viewpoint Change for Metric Learning. | Marco Filax, Frank Ortmeier |
| 2021 | SCAM | An Experimental Analysis of Graph-Distance Algorithms for Comparing API Usages. | Sebastian Nielebock, Paul Blockhaus, Jacob Krger, Frank Ortmeier |
| 2020 | ICINCO | Reduced Error Model for Learning-based Calibration of Serial Manipulators. | Nadia Schillreff, Frank Ortmeier |
| 2020 | ICSE | Cooperative API misuse detection using correction rules. | Sebastian Nielebock, Robert Heumller, Jacob Krger, Frank Ortmeier |
| 2020 | ICSE | Using API-Embedding for API-Misuse Repair. | Sebastian Nielebock, Robert Heumller, Jacob Krger, Frank Ortmeier |
| 2019 | ICPRAM | Data for Image Recognition Tasks: An Efficient Tool for Fine-Grained Annotations. | Marco Filax, Tim Gonschorek, Frank Ortmeier |
| 2019 | SAFECOMP | SafeDeML: On Integrating the Safety Design into the System Model. | Tim Gonschorek, Philipp Bergt, Marco Filax, Frank Ortmeier, Jan von Hoyningen-Hne, Thorsten Piper |
| 2018 | DAS | On the Similarities of Fingerprints and Railroad Tracks: Using Minutiae Detection Algorithms to Digitize Track Plans. | Maximilian Klockmann, Marco Filax, Frank Ortmeier, Martin ReiB |
| 2018 | ICINCO | Learning-based Kinematic Calibration using Adjoint Error Model. | Nadia Schillreff, Frank Ortmeier |
| 2018 | SAFECOMP | Fault Trees vs. Component Fault Trees: An Empirical Study. | Tim Gonschorek, Marc Zeller, Kai Hfig, Frank Ortmeier |
| 2017 | MEMOCODE | On improving rare event simulation for probabilistic safety analysis. | Tim Gonschorek, Ben Rabeler, Frank Ortmeier, Dirk Schomburg |
| 2017 | SPLC | Beyond Software Product Lines: Variability Modeling in Cyber-Physical Systems. | Jacob Krger, Sebastian Nielebock, Sebastian Krieter, Christian Diedrich, Thomas Leich, Gunter Saake, Sebastian Zug, Frank Ortmeier |
| 2014 | ICINCO | Robot Trajectory Optimization for the Relaxed End-effector Path. | Sergey Alatartsev, Anton Belov, Mykhaylo Nykolaychuk, Frank Ortmeier |
| 2014 | IROS | Improving the sequence of robotic tasks with freedom of execution. | Sergey Alatartsev, Frank Ortmeier |
| 2013 | AINA | Toward Mobile Authentication with Keystroke Dynamics on Mobile Phones and Tablets. | Matthias Trojahn, Frank Ortmeier |
| 2013 | ICPRAM | Keystroke Authentication on Mobile Devices with a Capacitive Display. | Matthias Trojahn, Frank Ortmeier |
| 2013 | IROS | On optimizing a sequence of robotic tasks. | Sergey Alatartsev, Vera Mersheeva, Marcus Augustine, Frank Ortmeier |
| 2013 | SECRYPT | Keystroke Authentication with a Capacitive Display using Different Mobile Devices. | Matthias Trojahn, Christian Schadewald, Frank Ortmeier |
| 2012 | GI | Handlungsadaptive Produktionsassistenz. | Michael Lipaczewski, Frank Ortmeier |
| 2012 | ICSE | SAML goes eclipse: combining model-based safety analysis and high-level editor support. | Michael Lipaczewski, Simon Struck, Frank Ortmeier |
| 2012 | SAFECOMP | From Discrete Event Simulation to Virtual Reality Environments. | Sebastian Nielebock, Frank Ortmeier, Marco Schumann, Andr Winge |
| 2011 | PRDC | Tool Supported Model-Based Safety Analysis and Optimization. | Matthias Gdemann, Michael Lipaczewski, Frank Ortmeier |
| 2011 | PRDC | Towards Making Dependability Visual - Combining Model-Based Design and Virtual Realities. | Matthias Gdemann, Michael Lipaczewski, Frank Ortmeier, Marco Schumann, Robert Eschbach |
| 2011 | SAFECOMP | Model-Based Multi-objective Safety Optimization. | Matthias Gdemann, Frank Ortmeier |
| 2009 | ATC | A Universal Self-Organization Mechanism for Role-Based Organic Computing Systems. | Florian Nafz, Frank Ortmeier, Hella Seebach, Jan-Philipp Steghfer, Wolfgang Reif |
| 2009 | IROS | Hiding real-time: A new approach for the software development of industrial robots. | Alwin Hoffmann, Andreas Angerer, Frank Ortmeier, Michael Vistein, Wolfgang Reif |
| 2009 | ICSE | A generic software framework for role-based Organic Computing systems. | Florian Nafz, Frank Ortmeier, Hella Seebach, Jan-Philipp Steghfer, Wolfgang Reif |
| 2008 | ENASE | Implementing Organic Computing Systems with AgentService. | Florian Nafz, Frank Ortmeier, Hella Seebach, Jan-Philipp Steghfer, Wolfgang Reif |
| 2007 | CEC | Design and construction of organic computing systems. | Hella Seebach, Frank Ortmeier, Wolfgang Reif |
| 2007 | ISCAS | Modeling of self-adaptive systems with SCADE. | Matthias Gdemann, Andreas Angerer, Frank Ortmeier, Wolfgang Reif |
| 2007 | SAFECOMP | Using Deductive Cause-Consequence Analysis (DCCA) with SCADE. | Matthias Gdemann, Frank Ortmeier, Wolfgang Reif |
| 2006 | ATC | Formal Modeling and Verification of Systems with Self-x Properties. | Matthias Gdemann, Frank Ortmeier, Wolfgang Reif |
| 2006 | ISoLA | Safety and Dependability Analysis of Self-Adaptive Systems. | Matthias Gdemann, Frank Ortmeier, Wolfgang Reif |
| 2005 | EDCC | Formal Safety Analysis of a Radio-Based Railroad Crossing Using Deductive Cause-Consequence Analysis (DCCA). | Frank Ortmeier, Wolfgang Reif, Gerhard Schellhorn |
| 2004 | DSN | Safety Optimization: A Combination of Fault Tree Analysis and Optimization Techniques. | Frank Ortmeier, Wolfgang Reif |
| 2002 | SAFECOMP | Safety Analysis of the Height Control System for the Elbtunnel. | Frank Ortmeier, Gerhard Schellhorn, Andreas Thums, Wolfgang Reif, Bernhard Hering, Helmut Trappschuh |