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Research article

First published 2020-8

Damage detection in nonlinear civil structures using kernel principal component analysis

Khaoula Ghoulem, Tarek Kormi, Nizar Bel Hadj Ali

Advances in Structural Engineering

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Research article

First published 2009-2

Principal Component Analysis for Predicting the Response of Nonlinear Base-Isolated Buildings

Sriram Narasimhan, Min Wang, Mahesh Pandey

Earthquake Spectra

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Research article

First published 2013-2

A Cellular Automata Model Based on Nonlinear Kernel Principal Component Analysis for Urban Growth Simulation

Yongjiu Feng, Yan Liu

Environment and Planning B: Urban Analytics and City Science

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Research article

First published 2009-06

Correlation between Gene Expression and Clinical Data through Linear and Nonlinear Principal Components Analyses: Muscular Dystrophies as Case Studies

Chiara Romualdi, Alessandro Giuliani, Caterina Millino [...]

OMICS: A Journal of Integrative Biology

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Research article

First published 2011-11

Application of advanced statistical methods for extracting long-term trends in static monitoring data from an arch dam

Chin-Hsiung Loh, Chia-Hui Chen, Ting-Yu Hsu

Structural Health Monitoring

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Research article

First published 2012-10

Regimes and cultures of social security: Comparing institutional models through nonlinear PCA

J Cok Vrooman

International Journal of Comparative Sociology

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Research article

First published 2018-2

Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method

Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2014-1

Output-only structural health monitoring in changing environmental conditions by means of nonlinear system identification

Edwin Reynders, Gersom Wursten, Guido De Roeck

Structural Health Monitoring

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Research article

First published 2004-8

PLS prediction of hyperpolarizabilities for donor-bridge-acceptor organic systems

A.E. de A. Machado, B. de Barros Neto, A.A. de S. da Gama

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025-12

Hybrid principal component analysis and artificial neural networks method to improve the seismic response prediction

Abdellatif Benbokhari, Benazouz Chikh, Ahmed Mebarki

Advances in Structural Engineering

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