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Electronic Data Center

Journal of Automation and Information Sciences

 

ISSN for PRINT: 1064-2315

Institutional price:

$2573.00

Issues per year:

12

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Best Paper Award Selection - Editorial Board Site

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2006, Volume38

Issue 10

  83 pages  

DOI: 10.1615/J Automat Inf Scien.v38.i10   

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  • Multidimensional Matrix Approach in Parallel Factor Analysis
  • Vladimir S. Mukha
    Byelorussian State University of Informatics and Radioelectronics, Minsk, Belorussia


    ABSTRACT

    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.

    DOI: 10.1615/J Automat Inf Scien.v38.i10.30

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