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Research article

First published 2023-9

High-dimensional robust principal component analysis and its applications

Xiaobo Jiang, Jie Gao, Zhongming Yang

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2020-10-07

Robust sparse principal component analysis by DC programming algorithm

Jieya Li, Liming Yang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-3

A robust anomaly detection algorithm based on principal component analysis

Yingkun Huang, Weidong Jin, Zhibin Yu [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2022-6

Structural damage detection by integrating robust PCA and classical PCA for handling environmental variations and imperfect measurement data

Mingqiang Xu, Jun Li, Shuqing Wang [...]

Advances in Structural Engineering

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Research article

First published 2020-5

Considering temperature effect on robust principal component analysis orthogonal distance as a damage detector

Luis Eduardo Mujica, Fahit Gharibnezhad, José Rodellar [...]

Structural Health Monitoring

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Research article

First published 2013-5

Principal component analysis and perturbation theory–based robust damage detection of multifunctional aircraft structure

Rafik Hajrya, Nazih Mechbal

Structural Health Monitoring

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Research article

First published 2019-08

Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA Sequencing Data

Krzysztof Gogolewski, Maciej Sykulski, Neo Christopher Chung [...]

Journal of Computational Biology

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Research article

First published 2025

Imaging cracks in orthotropic steel decks based on guided wave and variational Bayesian robust principal component analysis

Meijie Zhao, Wensong Zhou, Yong Huang [...]

Structural Health Monitoring

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Research article

First published 2024-3

Crack detection in ultrahigh-performance concrete using robust principal component analysis and characteristic evaluation in the frequency domain

Jixing Cao, Haijie He, Yao Zhang [...]

Structural Health Monitoring

Open access

Research article

First published 2026

Heterospectral Principal Component Analysis Two-Dimensional Correlation Spectrosocpy as a Robust Method for Determining Surface Adsorption Preference

Mahsa Torkamanasadi, Dennis K. Hore

Applied Spectroscopy

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