Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis

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Main Authors: Kuroda, Masahiro, Mori, Yuichi, Iizuka, Masaya, Sakakihara, Michio
Format: Electronic Book Chapter
Language:English
Published: IntechOpen 2012
Subjects:
Online Access:https://www.intechopen.com/chapters/30438
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author Kuroda, Masahiro
Mori, Yuichi
Iizuka, Masaya
Sakakihara, Michio
author_facet Kuroda, Masahiro
Mori, Yuichi
Iizuka, Masaya
Sakakihara, Michio
author_sort Kuroda, Masahiro
collection InTech Open eBooks
description None
doi_str_mv 10.5772/37539
first_indexed 2025-08-04T22:51:36Z
format Electronic
Book Chapter
fullrecord <oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd"><identifier>InTech-30438</identifier><datestamp>2012-03-02</datestamp> <dc:title>Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis</dc:title> <dc:creator>Masahiro Kuroda</dc:creator> <dc:creator>Yuichi Mori</dc:creator> <dc:creator>Masaya Iizuka</dc:creator> <dc:creator>Michio Sakakihara</dc:creator> <dc:subject>Physical Sciences, Engineering and Technology</dc:subject> <dc:description>None</dc:description> <dc:publisher>IntechOpen</dc:publisher> <dc:date>2012-03-02</dc:date> <dc:type>Chapter, Part Of Book</dc:type> <dc:identifier>https://www.intechopen.com/chapters/30438</dc:identifier> <dc:identifier>doi:10.5772/37539</dc:identifier> <dc:language>en</dc:language> <dc:relation>ISBN:978-953-51-0195-6</dc:relation> <dc:rights>https://creativecommons.org/licenses/by/3.0/</dc:rights> <dc:source>https://www.intechopen.com/books/1917 ; Principal Component Analysis</dc:source> </oai_dc:dc>
id InTech-30438
institution Matheson Library
isbn 978-953-51-0195-6
language English
last_indexed 2025-08-04T22:51:36Z
publishDate 2012
publisher IntechOpen
record_format intech
spelling InTech-304382012-03-02 Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis Masahiro Kuroda Yuichi Mori Masaya Iizuka Michio Sakakihara Physical Sciences, Engineering and Technology None IntechOpen 2012-03-02 Chapter, Part Of Book https://www.intechopen.com/chapters/30438 doi:10.5772/37539 en ISBN:978-953-51-0195-6 https://creativecommons.org/licenses/by/3.0/ https://www.intechopen.com/books/1917 ; Principal Component Analysis
spellingShingle Physical Sciences, Engineering and Technology
Kuroda, Masahiro
Mori, Yuichi
Iizuka, Masaya
Sakakihara, Michio
Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis
title Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis
title_full Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis
title_fullStr Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis
title_full_unstemmed Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis
title_short Acceleration of Convergence of the Alternating Least Squares Algorithm for Nonlinear Principal Components Analysis
title_sort acceleration of convergence of the alternating least squares algorithm for nonlinear principal components analysis
topic Physical Sciences, Engineering and Technology
url https://www.intechopen.com/chapters/30438
work_keys_str_mv AT kurodamasahiro accelerationofconvergenceofthealternatingleastsquaresalgorithmfornonlinearprincipalcomponentsanalysis
AT moriyuichi accelerationofconvergenceofthealternatingleastsquaresalgorithmfornonlinearprincipalcomponentsanalysis
AT iizukamasaya accelerationofconvergenceofthealternatingleastsquaresalgorithmfornonlinearprincipalcomponentsanalysis
AT sakakiharamichio accelerationofconvergenceofthealternatingleastsquaresalgorithmfornonlinearprincipalcomponentsanalysis