Impact of example-based XAI for neural networks on trust, understanding, and performance

Author:

Perlmutter MayaORCID,Gifford RyanORCID,Krening SamanthaORCID

Publisher

Elsevier BV

Reference45 articles.

1. Peeking inside the black-box: a survey on explainable artificial intelligence (XAI);Adadi;IEEE access,2018

2. Fairness and Explanation in AI-Informed Decision Making;Angerschmid;Mach. Learn. Knowl. Extract.,2022

3. Investigating user confidence for uncertainty presentation in predictive decision making;Arshad,2015

4. In AI we trust? Factors that influence trustworthiness of AI-infused decision-making processes;Ashoori;arXic preprint,2019

5. Incorporating physical knowledge into machine learning for Planetary Space Physics;Azari;Front. Astron. Space Sci.,2020

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