Publications
Göttisheim, Valentin
2025 | |||
| Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Djaffar Ould-Abdeslam | Bridging the Domain Gap : Evaluating Fact-Grounded Knowledge Graph Narratives for Explainable AI in Clinical Decision Support | EXPLAINABILITY 2025 : The Second International Conference on Systems Explainability, October 26, 2025 to October 30, 2025, Barcelona, Spain, pp. 28-33, 2025 | BibTeX | RIS |
2024 | |||
| Holger Ziekow, Peter Schanbacher, Valentin Göttisheim | Explain Yourself : Expanding and optimizing models to enable fast Shapley value approximations | Explainability 2024 : The First International Conference on Systems Explainability, November 17th - 21th, 2024, Valencia, Spain, pp. 5-10, 2024 | BibTeX | RIS |
| Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Djaffar Ould-Abdeslam | Regional Feature Importance for Error Analysis in Manufacturing | International Journal on Advances in Software, 17.2024(1 & 2), pp. 100-115, 2024 | BibTeX | RIS |
2023 | |||
| Valentin Göttisheim, Holger Ziekow, Peter Schanbacher, Oliver Taminé, Jochen Baier, Djaffar Ould-Abdeslam | Exploring the Potential of Synthetic Data for Bike Path Surface Classification using Diffusion Models | Upper Rhine Artificial Intelligence Symposium 2023 : AI for Time Series, Robotics and Beyond, 16-17 November 2023, Mulhouse, Frankreich, pp. 198-201, 2023 | BibTeX | RIS |
2022 | |||
| Valentin Göttisheim, Holger Ziekow, Ulf Schreier, Alexander Gerling | Shapley Values based Regional Feature Importance Measures Driving Error Analysis in Manufacturing | DATA ANALYTICS 2022, The Eleventh International Conference on Data Analytics, November, 13 - 17, 2022, Valencia, Spain, pp. 19-26, 2022 | BibTeX | RIS |