A New Perspective on Evaluation Methods for Explainable Artificial Intelligence (XAI)
Author:
Affiliation:
1. University of Bayreuth,Department of Philosophy,Bayreuth,Germany
2. Philipps-University of Marburg,Department of Psychology and Digitalization,Marburg,Germany
Funder
Volkswagen Foundation
DFG
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10260706/10260713/10260827.pdf?arnumber=10260827
Reference71 articles.
1. Exploring Explainability: A Definition, a Model, and a Knowledge Catalogue
2. An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models
3. Interpretability of machine learning models and representations: An introduction;bibal;Proceedings of the 24th European symposium on artificial neural networks (ESANN),0
4. Manipulating and Measuring Model Interpretability
5. From Responsibility to Reason-Giving Explainable Artificial Intelligence
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3. The Role of Explainability in Collaborative Human-AI Disinformation Detection;The 2024 ACM Conference on Fairness, Accountability, and Transparency;2024-06-03
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