Browsing Engineering (Faculty of) by Subject "explainable ai"
Now showing items 1-2 of 2
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A Cognitive Work Analysis Approach to Explainable Artificial Intelligence in Non-Expert Financial Decision-Making
(University of Waterloo, 2022-06-07)Artificial Intelligence (AI) is being increasingly used to assist complex decision-making such as financial investing. As most AI systems rely on black-box machine learning models, understanding how to support human ... -
Quantifying the Performance of Explainability Algorithms
(University of Waterloo, 2020-05-26)Given the complexity of the deep neural network (DNN), DNN has long been criticized for its lack of interpretability in its decision-making process. This 'black box' nature has been preventing the adaption of DNN in ...