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Principal Component Analysis for Distributed Data Sets with Updating

Lecture notes in computer sciencePublished 1 January 2005Open access
Zheng‐Jian Bai, Raymond H. Chan, Franklin T. Luk
Citations65
SJR quartileQ4
SJR score0.11
SNIP0.06
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TL;DR

A new method to compute the principal component analysis without incurring local approximation errors is introduced and the situation of updating the PCA when new data arrive at the various locations is considered.

Abstract

10.1007/11573937_51

Keywords

Computer SciencePhysics and Astronomy