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Research article

First published 2020-1

Addressing model uncertainty in probabilistic forecasting using Monte Carlo dropout

Cristián Serpell, Ignacio A. Araya, Carlos Valle [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-9

An active learning framework featured Monte Carlo dropout strategy for deep learning-based semantic segmentation of concrete cracks from images

Chow Jun Kang, Wong Cho Hin Peter, Tan Pin Siang [...]

Structural Health Monitoring

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Research article

First published 2019-11

Joint modeling of multiple repeated measures and survival data using multidimensional latent trait linear mixed model

Jue Wang, Sheng Luo

Statistical Methods in Medical Research

Open access

Research article

First published 2024-7

Bayesian neural networks for uncertainty quantification in remaining useful life prediction of systems with sensor monitoring

Sunday Ochella, Fateme Dinmohammadi, Mahmood Shafiee

Advances in Mechanical Engineering

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Research article

First published 2020-9

Deep Bayesian neural networks for damage quantification in miter gates of navigation locks

Vedhus Hoskere, Brian Eick, Billie F Spencer [...]

Structural Health Monitoring

Open access

Research article

First published 2025-3

Research on axial compensation precision puncture control method of prostate puncture robot

Li Bing, Zhu Junwu, Yuan Lipeng

International Journal of Advanced Robotic Systems

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Research article

First published 2025

Attention-enhanced spatiotemporal deep learning-based automatic warning model with uncertainty estimation in dam safety

Hongchen Liu, Huaizhi Su, Soheila Kookalani [...]

Structural Health Monitoring

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Research article

First published 2026

Fault diagnosis and vibration control of flexible satellite via boundary observer and Bayesian deep learning

Huaishi Zhu, Fangfei Cao

Journal of Vibration and Control

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Research article

First published 2020-6

A monotone data augmentation algorithm for longitudinal data analysis via multivariate skew-t,skew-normal or t distributions

Yongqiang Tang

Statistical Methods in Medical Research

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Research article

First published 2018-08

Know When You Don't Know: A Robust Deep Learning Approach in the Presence of Unknown Phenotypes

Oliver Dürr, Elvis Murina, Daniel Siegismund [...]

ASSAY and Drug Development Technologies

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