8 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.CY2026
Beyond Local Inspection: Global, Guideline-Grounded Evaluation of Post-hoc XAI Methods for ECG Classification
Nils Gumpfer, Michael Guckert, Samuel Sossalla +2
Explainable AI (XAI) is used to assess whether artificial intelligence models rely on meaningful patterns, yet explanations that appear plausible for individual predictions may sys…
cs.CY2021★ 8 cited
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems
Michael Guckert, Nils Gumpfer, Jennifer Hannig +2
Intelligent information systems that contain emergent elements often encounter trust problems because results do not get sufficiently explained and the procedure itself can not be…