Roman Gansch

14 papers A 1B 1Misc 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
CODIF: Counterfactual Data-Augmentations for Estimating Perception Influencing Factors.
IMBSA
Christopher Mészáros, Roman Gansch, Peter Liggesmeyer
2025 — conf
Causal Bayesian Networks for Data-Driven Safety Analysis of Complex Systems.
IMBSA
Roman Gansch, Lina Putze, Tjark Koopmann, Jan Reich, Christian Neurohr
2025 J jnl
Causal Bayesian Networks for Data-driven Safety Analysis of Complex Systems.
CoRR
Roman Gansch, Lina Putze, Tjark Koopmann, Jan Reich, Christian Neurohr
2025 J jnl
Grasping Causality for the Explanation of Criticality for Automated Driving.
IEEE Access
Tjark Koopmann, Lina Putze, Lukas Westhofen, Roman Gansch, Ahmad Adee, Christian Neurohr
2023 J jnl
Discovery of Perception Performance Limiting Triggering Conditions in Automated Driving.
CoRR
Ahmad Adee, Roman Gansch, Peter Liggesmeyer, Claudius Gläser, Florian Drews
2023 J jnl
System Theoretic View on Uncertainties.
CoRR
Roman Gansch, Ahmad Adee
2023 J jnl
Systematic Modeling Approach for Environmental Perception Limitations in Automated Driving.
CoRR
Ahmad Adee, Roman Gansch, Peter Liggesmeyer
2022 B conf
Architectural Patterns for Handling Runtime Uncertainty of Data-Driven Models in Safety-Critical Perception.
SAFECOMP
Janek Groß, Rasmus Adler, Michael Kläs, Jan Reich, Lisa Jöckel, Roman Gansch
2022 J jnl
Architectural patterns for handling runtime uncertainty of data-driven models in safety-critical perception.
CoRR
Janek Groß, Rasmus Adler, Michael Kläs, Jan Reich, Lisa Jöckel, Roman Gansch
2022 J jnl
Grasping Causality for the Explanation of Criticality for Automated Driving.
CoRR
Tjark Koopmann, Christian Neurohr, Lina Putze, Lukas Westhofen, Roman Gansch, Ahmad Adee
2021 — conf
Discovery of Perception Performance Limiting Triggering Conditions in Automated Driving.
ICSRS
Ahmad Adee, Roman Gansch, Peter Liggesmeyer, Claudius Gläser, Florian Drews
2021 — conf
On the Necessity of Explicit Artifact Links in Safety Assurance Cases for Machine Learning.
ISSRE Workshops
Lydia Gauerhof, Roman Gansch, Christian Heinzemann, Matthias Woehrle, Andreas Heyl
2021 Misc conf
Systematic Modeling Approach for Environmental Perception Limitations in Automated Driving.
EDCC
Ahmad Adee, Roman Gansch, Peter Liggesmeyer
2020 A conf
System Theoretic View on Uncertainties.
DATE
Roman Gansch, Ahmad Adee