1 code implementation • 24 Apr 2024 • Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
We conclude with a discussion on the generalizability and trustworthiness of the MiMICRI framework, as well as the implications of our findings on the development of domain-centered XAI methods for model interpretability in healthcare contexts.
no code implementations • 22 Oct 2020 • Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel Keim, Duen Horng Chau
We have then used this framework to compare each of the surveyed companies to find differences in areas of emphasis.
Human-Computer Interaction
no code implementations • 14 Sep 2020 • Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng Chau, Alex Endert, Daniel Keim
This paper systematically derives design dimensions for the structured evaluation of explainable artificial intelligence (XAI) approaches.