Roman Gansch

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Machine Learning

Environmental Protection

Top Venues

ISSRE Workshops

Publications

Ahmad Adee, Roman Gansch, Peter Liggesmeyer
Systematic Modeling Approach for Environmental Perception Limitations in Automated Driving. CoRR (2023)
Ahmad Adee, Roman Gansch, Peter Liggesmeyer, Claudius Gläser, Florian Drews
Discovery of Perception Performance Limiting Triggering Conditions in Automated Driving. CoRR (2023)
Roman Gansch, Ahmad Adee
System Theoretic View on Uncertainties. CoRR (2023)
Janek Groß, Rasmus Adler, Michael Kläs, Jan Reich, Lisa Jöckel, Roman Gansch
Architectural Patterns for Handling Runtime Uncertainty of Data-Driven Models in Safety-Critical Perception. SAFECOMP (2022)
Tjark Koopmann, Christian Neurohr, Lina Putze, Lukas Westhofen, Roman Gansch, Ahmad Adee
Grasping Causality for the Explanation of Criticality for Automated Driving. CoRR (2022)
Janek Groß, Rasmus Adler, Michael Kläs, Jan Reich, Lisa Jöckel, Roman Gansch
Architectural patterns for handling runtime uncertainty of data-driven models in safety-critical perception. CoRR (2022)
Ahmad Adee, Roman Gansch, Peter Liggesmeyer
Systematic Modeling Approach for Environmental Perception Limitations in Automated Driving. EDCC (2021)
Lydia Gauerhof, Roman Gansch, Christian Heinzemann, Matthias Woehrle, Andreas Heyl
On the Necessity of Explicit Artifact Links in Safety Assurance Cases for Machine Learning. ISSRE Workshops (2021)
Ahmad Adee, Roman Gansch, Peter Liggesmeyer, Claudius Gläser, Florian Drews
Discovery of Perception Performance Limiting Triggering Conditions in Automated Driving. ICSRS (2021)
Roman Gansch, Ahmad Adee
System Theoretic View on Uncertainties. DATE (2020)