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Generalized Structured Component Analysis with Latent Interactions

โœ Scribed by Heungsun Hwang; Moon-Ho Ringo Ho; Jonathan Lee

Publisher
Springer
Year
2010
Tongue
English
Weight
316 KB
Volume
75
Category
Article
ISSN
0033-3123

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## Abstract Partial principal component analysis (PCA) and parity relations are proven to be useful methods in fault isolation. To overcome the limitation of applying partial PCA to nonlinear problems, a new approach utilizing clustering analysis is proposed. By dividing a partial data set into sma