Principles of Explanation in Human-AI Systems

Principles of Explanation in Human-AI Systems

9 February 2021

Shane T. Mueller

Elizabeth S. Veinott

Papers citing "Principles of Explanation in Human-AI Systems"

11 / 11 papers shown

Title
Explainable AI: Definition and attributes of a good explanation for health AI E. Kyrimi S. McLachlan Jared M Wohlgemut Zane B Perkins David A. Lagnado W. Marsh the ExAIDSS Expert Group XAI 38 1 0 09 Sep 2024
Trust, distrust, and appropriate reliance in (X)AI: a survey of empirical evaluation of user trust Roel W. Visser Tobias M. Peters Ingrid Scharlau Barbara Hammer 29 5 0 04 Dec 2023
Using Causal Threads to Explain Changes in a Dynamic System Robert B. Allen 8 0 0 19 Nov 2023
Right, No Matter Why: AI Fact-checking and AI Authority in Health-related Inquiry Settings Elena Sergeeva Anastasia Sergeeva Huiyun Tang Kerstin Bongard-Blanchy Peter Szolovits 32 1 0 22 Oct 2023
A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI) Timo Speith Markus Langer 36 12 0 26 Jul 2023
Navigating Explanatory Multiverse Through Counterfactual Path Geometry Kacper Sokol E. Small Yueqing Xuan 47 5 0 05 Jun 2023
Automatic Textual Explanations of Concept Lattices Johannes Hirth Viktoria Horn Gerd Stumme Tom Hanika LRM 18 1 0 17 Apr 2023
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes Shruthi Chari Prasanth Acharya Daniel Gruen Olivia R. Zhang Elif Eyigoz ... Oshani Seneviratne Fernando Jose Suarez Saiz Pablo Meyer Prithwish Chakraborty D. McGuinness 37 18 0 11 Feb 2023
Towards Human Cognition Level-based Experiment Design for Counterfactual Explanations (XAI) M. Nizami Muhammad Yaseen Khan Alessandro Bogliolo 37 3 0 31 Oct 2022
Painting the black box white: experimental findings from applying XAI to an ECG reading setting F. Cabitza M. Cameli Andrea Campagner Chiara Natali Luca Ronzio 37 9 0 27 Oct 2022
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts Gesina Schwalbe Bettina Finzel XAI 34 184 0 15 May 2021