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

Principal Component Analysis ◽

10.5772/37539 ◽

2012 ◽

Cited By ~ 2

Author(s):

Masahiro Kuroda ◽

Yuichi Mori ◽

Masaya Iizuka ◽

Michio Sakakihar

Keyword(s):

Least Squares ◽

Principal Components Analysis ◽

Principal Components ◽

Alternating Least Squares ◽

Acceleration Of Convergence ◽

Alternating Least Squares Algorithm ◽

Components Analysis ◽

Least Squares Algorithm

Download Full-text

Acceleration of the alternating least squares algorithm for principal components analysis

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2010.06.001 ◽

2011 ◽

Vol 55 (1) ◽

pp. 143-153 ◽

Cited By ~ 17

Author(s):

Masahiro Kuroda ◽

Yuichi Mori ◽

Masaya Iizuka ◽

Michio Sakakihara

Keyword(s):

Least Squares ◽

Principal Components Analysis ◽

Principal Components ◽

Alternating Least Squares ◽

Alternating Least Squares Algorithm ◽

Components Analysis ◽

Least Squares Algorithm

Download Full-text

Some additional results on principal components analysis of three-mode data by means of alternating least squares algorithms

Psychometrika ◽

10.1007/bf02294233 ◽

1987 ◽

Vol 52 (2) ◽

pp. 183-191 ◽

Cited By ~ 40

Author(s):

Jos M. F. ten Berge ◽

Jan de Leeuw ◽

Pieter M. Kroonenberg

Keyword(s):

Least Squares ◽

Principal Components Analysis ◽

Principal Components ◽

Alternating Least Squares ◽

Components Analysis

Download Full-text

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

Nonlinear Principal Component Analysis and Its Applications - SpringerBriefs in Statistics ◽

10.1007/978-981-10-0159-8_7 ◽

2016 ◽

pp. 65-78

Author(s):

Yuichi Mori ◽

Masahiro Kuroda ◽

Naomichi Makino

Keyword(s):

Principal Component Analysis ◽

Least Squares ◽

Principal Component ◽

Component Analysis ◽

Alternating Least Squares ◽

Acceleration Of Convergence ◽

Nonlinear Principal Component Analysis ◽

Alternating Least Squares Algorithm ◽

Least Squares Algorithm

Download Full-text

An alternating least-squares algorithm for approximate joint diagonalization and its application to blind source separation

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2014.6853970 ◽

2014 ◽

Cited By ~ 1

Author(s):

Shinya Saito ◽

Kunio Oishi ◽

Toshihiro Furukawa

Keyword(s):

Least Squares ◽

Blind Source Separation ◽

Source Separation ◽

Alternating Least Squares ◽

Joint Diagonalization ◽

Alternating Least Squares Algorithm ◽

Least Squares Algorithm

Download Full-text

An efficient alternating least-squares algorithm to perform multidimensional unfolding

Psychometrika ◽

10.1007/bf02293982 ◽

1986 ◽

Vol 51 (2) ◽

pp. 241-250 ◽

Cited By ~ 23

Author(s):

Michael J. Greenacre ◽

Michael W. Browne

Keyword(s):

Least Squares ◽

Alternating Least Squares ◽

Multidimensional Unfolding ◽

Alternating Least Squares Algorithm ◽

Least Squares Algorithm

Download Full-text

Aging status characterization of Chinese rice wine based on key aging-marker profiles combined with principal components analysis and partial least-squares regression

European Food Research and Technology ◽

10.1007/s00217-020-03488-x ◽

2020 ◽

Vol 246 (6) ◽

pp. 1283-1296 ◽

Cited By ~ 1

Author(s):

Na Wang ◽

Zhemin Zhou ◽

Shuang Chen

Keyword(s):

Least Squares ◽

Principal Components Analysis ◽

Partial Least Squares ◽

Principal Components ◽

Partial Least Squares Regression ◽

Rice Wine ◽

Least Squares Regression ◽

Chinese Rice Wine ◽

Components Analysis

Download Full-text

Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations

Neural Information Processing. Theory and Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-642-17537-4_33 ◽

2010 ◽

pp. 262-269 ◽

Cited By ~ 3

Author(s):

Anh Huy Phan ◽

Andrzej Cichocki ◽

Rafal Zdunek ◽

Thanh Vu Dinh

Keyword(s):

Least Squares ◽

Nonnegative Matrix ◽

Alternating Least Squares ◽

Alternating Least Squares Algorithm ◽

Least Squares Algorithm ◽

Tensor Factorizations

Download Full-text

Discriminant analysis of high-dimensional data: a comparison of principal components analysis and partial least squares data reduction methods

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/0169-7439(95)00090-9 ◽

1996 ◽

Vol 33 (1) ◽

pp. 47-61 ◽

Cited By ~ 165

Author(s):

E.K. Kemsley

Keyword(s):

Discriminant Analysis ◽

Least Squares ◽

Principal Components Analysis ◽

Partial Least Squares ◽

Principal Components ◽

Data Reduction ◽

High Dimensional Data ◽

High Dimensional ◽

Reduction Methods ◽

Components Analysis

Download Full-text

Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2017.7952615 ◽

2017 ◽

Author(s):

Anh-Huy Phan ◽

Petr Tichavsky ◽

Andrzej Cichocki

Keyword(s):

Least Squares ◽

Tensor Decomposition ◽

Alternating Least Squares ◽

Alternating Least Squares Algorithm ◽

Least Squares Algorithm

Download Full-text

A Trust-Region-Based Alternating Least-Squares Algorithm for Tensor Decompositions

Journal of Computational Mathematics ◽

10.4208/jcm.1605-m2016-0828 ◽

2018 ◽

Vol 36 (3) ◽

pp. 351-373 ◽

Cited By ~ 1

Author(s):

Fan Jiang

Keyword(s):

Least Squares ◽

Trust Region ◽

Alternating Least Squares ◽

Tensor Decompositions ◽

Alternating Least Squares Algorithm ◽

Least Squares Algorithm

Download Full-text