8 citations · 13 across the 3 of their papers we have counts for
3 papers
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…
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…
An Overview of Agent-based Traffic Simulators
Johannes Nguyen, Simon T. Powers, Neil Urquhart +2
Individual traffic significantly contributes to climate change and environmental degradation. Therefore, innovation in sustainable mobility is gaining importance as it helps to red…