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Research article

First published 2023-2

Sparse Data Reconstruction,Missing Value and Multiple Imputation through Matrix Factorization

Nandana Sengupta, Madeleine Udell, Nathan Srebro [...]

Sociological Methodology

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Research article

First published 2022-9

Bayesian dynamic regression for reconstructing missing data in structural health monitoring

Yi-Ming Zhang, Hao Wang, Yu Bai [...]

Structural Health Monitoring

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Research article

First published 2016-10

Improving scheduled maintenance by missing data reconstruction: A double-loop Monte Carlo approach

Michele Compare, Francesco Di Maio, Enrico Zio [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2025

Missing monitoring data reconstruction for cable-stayed bridge using knowledge transfer-based generative pre-trained model

Minte Zhang, Tong Guo, Guodong Zhang [...]

Structural Health Monitoring

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Research article

First published 2021-11

Uncertainty quantification for the distribution-to-warping function regression method used in distribution reconstruction of missing structural health monitoring data

Zhicheng Chen, Xinyi Lei, Yuequan Bao [...]

Structural Health Monitoring

Open access

Research article

First published 2025-3

High-dimensional,outcome-dependent missing data problems: Models for the human K I R loci

Lars Leonardus Joannes van der Burg, Hein Putter, Henning Baldauf [...]

Statistical Methods in Medical Research

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Research article

First published 2002

Reconstruction of False and Missing Data with First-Order Traffic Flow Model

H. Haj-Salem, J. P. Lebacque

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2001-1

A neural network-based software sensor for coagulation control in a water treatment plant

Nicolas Valentin, Thierry Denœux

Intelligent Data Analysis: An International Journal

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Research article

First published 2010-8

Genetic adaptive state estimation with missing input/output data

H Fang, J Wu, Y Shi

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

Open access

Research article

First published 2014

Low Multilinear Rank Approximation of Tensors and Application in Missing Traffic Data

Huachun Tan, Jianshuai Feng, Zhengdong Chen [...]

Advances in Mechanical Engineering

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