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A decomposition of Fisher's information to inform sample size for developing or updating fair and precise clinical prediction models - part 3: continuous outcomes. [PDF]
Diagn Progn ResWhittle R +6 more
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Uncertainty quantification-based DMEFNet for reliable modelling of heart sound signals. [PDF]
Sci RepSuchithra KP +3 more
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Epistemic and Aleatoric Uncertainty in Modeling
Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference; 25th Conference on Mechanical Vibration and Noise, 2013One major difficulty that exists in reconciling model predictions of a system with experimental measurements is assessing and accounting for the uncertainties in the system. There are several enumerated sources of uncertainty in model prediction of physical phenomena, the primary ones being: 1) Model form error, 2) Aleatoric uncertainty of model ...
Daniel J. Segalman +4 more
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Reliability Engineering & System Safety, 2011
Abstract Performance assessment of complex systems is ideally done through full system-level testing which is seldom available for high consequence systems. Further, a reality of engineering practice is that some features of system behavior are not known from experimental data, but from expert assessment, only. On the other hand, individual component
Angel Urbina +2 more
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Abstract Performance assessment of complex systems is ideally done through full system-level testing which is seldom available for high consequence systems. Further, a reality of engineering practice is that some features of system behavior are not known from experimental data, but from expert assessment, only. On the other hand, individual component
Angel Urbina +2 more
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Quantification and propagation of Aleatoric uncertainties in topological structures
Reliability Engineering & System Safety, 2023Zihan Wang, Mohamad Daeipour, Hongyi Xu
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Vehicle trajectory prediction considering aleatoric uncertainty
Knowledge-Based Systems, 2022Hongyu Hu +4 more
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Modeling Aleatoric Uncertainty for Camouflaged Object Detection
2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022Jiawei Liu 0005 +2 more
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Object View Prediction with Aleatoric Uncertainty for Robotic Grasping
2023 International Joint Conference on Neural Networks (IJCNN), 2023Constanze Schwan, Wolfram Schenck
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Approaching epistemic and aleatoric uncertainty with evolutionary optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022Josu Ceberio +6 more
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