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Spatially Weighted Principal Component Analysis for Imaging Classification

The aim of this paper is to develop a supervised dimension reduction framework, called Spatially Weighted Principal Component Analysis (SWPCA), for high dimensional imaging classification. Two main challenges in imaging classification are the high dimensionality of the feature space and the complex...

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Bibliografske podrobnosti
izdano v:J Comput Graph Stat
Main Authors: Guo, Ruixin, Ahn, Mihye, Zhu, Hongtu
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4467033/
https://ncbi.nlm.nih.gov/pubmed/26089629
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2014.912135
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