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Journal of Automation and Information Sciences
SJR: 0.232 SNIP: 0.464 CiteScore™: 0.27

ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337

巻:
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Journal of Automation and Information Sciences

DOI: 10.1615/J Automat Inf Scien.v38.i10.30
pages 21-29

Multidimensional Matrix Approach in Parallel Factor Analysis

Vladimir S. Mukha
Byelorussian State University of Informatics and Radioelectronics, Minsk, Belorussia

要約

On the basis of multidimensional matrix approach we developed algorithm, which realizes alternating least square method for PARAFAC-model. Theorems about decomposition of three-linear and multi-linear PARAFAC-models were proved. Results of realization of the algorithm and conclusions concerning areas of application of PARAFAC-model and PARAFAC-algorithm are adduced.


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