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Research article

First published 2000-5

Diagnosis of process faults with neural networks and principal component analysis

J B Gomm, M Weerasinghe, D Williams

Proceedings of the Institution of Mechanical Engineers,Part E: Journal of Process Mechanical Engineering

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Research article

First published 2012-5

Fast diagnosis of transmission lines using neural networks and principal component analysis

M.K. Smail, Y. Le Bihan, L. Pichon

International Journal of Applied Electromagnetics and Mechanics

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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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Research article

First published 2025-4

Adaptive convolutional neural network-based principal component analysis algorithm for the detection of manufacturing data

Tsun-Kuo Lin

Advances in Mechanical Engineering

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Research article

First published 2022-8

Electroencephalography based human emotion state classification using principal component analysis and artificial neural network

V. Satyanarayana Naga Kanuboyina, T. Shankar, Rama Raju Venkata Penmetsa

Multiagent and Grid Systems

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Research article

First published 2016-4

Comparative Analysis of a Principal Component Analysis-Based and an Artificial Neural Network-Based Method for Baseline Removal

Roberto C. Carvajal, Luis E. Arias, Hugo O. Garces [...]

Applied Spectroscopy

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Research article

First published 2022-10

Electromechanical impedance-based concrete structural damage detection using principal component analysis incorporated with neural network

Demi Ai, Fang Mo, Feng Yang [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2008-1

Optimization of Principal-Component-Analysis-Applied in Situ Spectroscopy Data Using Neural Networks and Genetic Algorithms

Byungwhan Kim, Min Ji Kwon

Applied Spectroscopy

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Research article

First published 2007-2

Dimensionality Reduction of near Infrared Spectral Data Using Global and Local Implementations of Principal Component Analysis for Neural Network Calibrations

Igor V. Kovalenko, Glen R. Rippke, Charles R. Hurburgh

Journal of Near Infrared Spectroscopy

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Research article

First published 2024-9

Comparison of discriminant analysis coupled with principal component analysis (PCA-DA) and back propagation neural network (BPNN) as classification model for decision support system in porous ceramic matrix (PCM) based burner

Jujjuvarapu Srikanth, Vijay K Mishra, Sumanta Chaudhuri [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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