On an iterative algorithm for calculating weighted principal components

E. V. Burnaev, S. S. Chernova

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)

Abstract

An iterative algorithm for calculating weighted principal components, which enables substantial reduction of the average (over the sample) weighted maximum (along a coordinate) reconstruction error of sample vectors from compressed data, is designed. The results of simulation, which illustrate the efficiency of this algorithm, are given.

Original languageEnglish
Pages (from-to)619-624
Number of pages6
JournalJournal of Communications Technology and Electronics
Volume60
Issue number6
DOIs
Publication statusPublished - 23 Jun 2015
Externally publishedYes

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