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

Herein, an adaptive convolutional neural network (CNN)-based principal component analysis (PCA) algorithm for the detection of manufacturing data is proposed. The mentioned algorithm adaptively selects a suitable classification scheme (a CNN-based scheme or PCA-based support vector machine scheme) o...

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Bibliographic Details
Main Author: Tsun-Kuo Lin
Format: Article
Language:English
Published: SAGE Publishing 2025-04-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878132251325420
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