SkillDB - An Evaluation on the stability of XAI algorithms for a HR decision support system and the legal context
Author:
Affiliation:
1. University of Applied Sciences - Zittau/Görlitz,Department of Computer Science,Görlitz,Germany
2. Fraunhofer IOSB-AST,Görlitz,Germany
3. Vytautas Magnus University,Faculty of Informatics,Kaunas,Lithuania
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10101484/10100740/10101657.pdf?arnumber=10101657
Reference21 articles.
1. Py-CIU: a python library for explaining machine learning predictions using contextual importance and utility;anjomshoae;In IJCAI-PRICAI 2020 Workshop on Explainable Artificial Intelligence (XAI),2020
2. A Unified Approach to Interpreting Model Predictions;lundberg;Proceedings of the 31st International Conference on Neural Information Processing Systems ser NIPS'17,2017
3. Introduction to Explainable AI
4. Contextual Importance and Utility: A Theoretical Foundation
5. Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation
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