most citedIn Automation We Trust: Investigating the Role of Uncertainty in Active Learning Systems

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cs.LG2020★ 1 cited

In Automation We Trust: Investigating the Role of Uncertainty in Active Learning Systems

Michael L. Iuzzolino, Tetsumichi Umada, Nisar R. Ahmed +1

We investigate how different active learning (AL) query policies coupled with classification uncertainty visualizations affect analyst trust in automated classification systems. A…