Browsing Research Publications by Subject "Uncertainty"

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Integrating OpenMI and Uncertweb: Managing uncertainty in OpenMI models

Gupta, T.; Jones, R.; Bastin, L.; Cornford, D. (2016-12-01)

OpenMI is a widely used standard allowing exchange of data between integrated models, which has mostly been applied to dynamic, deterministic models. Within the FP7 UncertWeb project we are developing mechanisms and tools ...
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks

Singh Sambyal, A.; Krishnan, N.C.; Bathula, D.R. (2022-06-23)

In safety-critical applications like medical diagnosis, certainty associated with a model's prediction is just as important as its accuracy. Consequently, uncertainty estimation and reduction play a crucial role. Uncertainty ...

Now showing items 1-2 of 2

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