Robust Principal Component Analysis Based on Fuzzy Local Information Reservation

Principal Component Analysis (PCA) aims to acquire the principal component space containing the essential structure of data, instead of being used for mining and extracting the essential structure of data. In other words, the principal component space contains not only information related to the ess...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 30. Nov., Seite 9321-9337
1. Verfasser: Gao, Yunlong (VerfasserIn)
Weitere Verfasser: Wang, Xinjing, Xie, Jiaxin, Pan, Jinyan, Yan, Peng, Nie, Feiping
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article