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Ensuring trust in COVID-19 data

open access: yesMedicine, 2021
There are no standardized methods for collecting and reporting coronavirus disease-2019 (COVID-19) data. We aimed to compare the proportion of patients admitted for COVID-19-related symptoms and those admitted for other reasons who incidentally tested ...
Daniel Antwi-Amoabeng   +7 more
semanticscholar   +1 more source

“Why Should I Trust You?”: Explaining the Predictions of Any Classifier [PDF]

open access: yesNorth American Chapter of the Association for Computational Linguistics, 2016
Despite widespread adoption, machine learning models remain mostly black boxes. Understanding the reasons behind predictions is, however, quite important in assessing trust, which is fundamental if one plans to take action based on a prediction, or when ...
Marco Tulio Ribeiro   +2 more
semanticscholar   +1 more source

Trust in AI and Its Role in the Acceptance of AI Technologies [PDF]

open access: yesInternational journal of human computer interactions, 2022
As AI-enhanced technologies become common in a variety of domains, there is an increasing need to define and examine the trust that users have in such technologies.
Hyesun Choung, Prabu David, Arun Ross
semanticscholar   +1 more source

FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping [PDF]

open access: yesNetwork and Distributed System Security Symposium, 2020
Byzantine-robust federated learning aims to enable a service provider to learn an accurate global model when a bounded number of clients are malicious.
Xiaoyu Cao   +3 more
semanticscholar   +1 more source

Effect of confidence and explanation on accuracy and trust calibration in AI-assisted decision making [PDF]

open access: yesFAT*, 2020
Today, AI is being increasingly used to help human experts make decisions in high-stakes scenarios. In these scenarios, full automation is often undesirable, not only due to the significance of the outcome, but also because human experts can draw on ...
Yunfeng Zhang   +2 more
semanticscholar   +1 more source

Trust in leadership: meta-analytic findings and implications for research and practice.

open access: yesJournal of Applied Psychology, 2002
In this study, the authors examined the findings and implications of the research on trust in leadership that has been conducted during the past 4 decades.
K. Dirks, D. Ferrin
semanticscholar   +1 more source

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