Sfoglia per Soggetto "Probabilistic modeling"
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Efficient Bayesian Expert Models for Fever in Neutropenia and Fever in Neutropenia with Bacteremia
(2020)Bayesian expert models are very efficient solutions since they can encapsulate in a mathematical consistent way, certain and uncertain knowledge, as well as preferences strategies and policies. Furthermore, the Bayesian ... -
Estimation of the prediction error correlation model in bayesian model updating
(2013)In Bayesian model updating, probability density functions of model parameters are updated accounting both for the information contained in the data and for uncertainties present in the measurements and model predictions, ... -
Quantification of aleatory uncertainty in modal updating problems using a new hierarchical Bayesian framework
(2019)Identification of structural damage requires reliable assessments of damage-sensitive quantities, including natural frequencies, mode shapes, and damping ratios. Lack of knowledge about the correct value of these parameters ...