Raphael Wallsberger

According to our database, Raphael Wallsberger authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

'Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree': Zero-Shot Decision Tree Induction and Embedding with Large Language Models.

Ricardo Knauer, Mario Koddenbrock, Raphael Wallsberger, Nicholas M. Brisson, Georg N. Duda, Deborah Falla, David W. Evans, Erik Rodner

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

Explainable Artificial Intelligence Beyond Feature Attributions: The Validity and Reliability of Feature Selection Explanations.

Raphael Wallsberger, Ricardo Knauer, Stephan Matzka

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Lecturers' Perspectives Regarding AI Competencies for Non-computer Science Students in Undergraduate Education.

Kamilla Tenório, Ricardo Knauer, Raphael Wallsberger, Erik Rodner, Ralf Romeike

Proceedings of the Digitally Transformed Education: Are We There Yet?, 2024

2023

Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode Analysis.

Raphael Wallsberger, Ricardo Knauer, Stephan Matzka

Proceedings of the 2023 Fifth International Conference on Transdisciplinary AI (TransAI), 2023

Foundations for applied artificial intelligence: enabling and supporting AI teaching and research.

Ricardo Knauer, Raphael Wallsberger, Marvin Grimm, Marian Bookhahn, Frank Neumann, Stephan Matzka, Erik Rodner

Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

2022

Explainable Artificial Intelligence for a high dimensional condition monitoring application using the SHAP Method.

Raphael Wallsberger, Tim Dieter Eberhardt, Paul-Albert Bartlau, Maurice Lucas Dörnte, Tim Lukas Schröter, Stephan Matzka

Proceedings of the 5th International Conference on Artificial Intelligence for Industries, 2022