Suscripción a Biblioteca: Guest
Portal Digitalde Biblioteca Digital eLibros Revistas Referencias y Libros de Ponencias Colecciones
Journal of Automation and Information Sciences
SJR: 0.275 SNIP: 0.59 CiteScore™: 0.8

ISSN Imprimir: 1064-2315
ISSN En Línea: 2163-9337

Volumes:
Volumen 52, 2020 Volumen 51, 2019 Volumen 50, 2018 Volumen 49, 2017 Volumen 48, 2016 Volumen 47, 2015 Volumen 46, 2014 Volumen 45, 2013 Volumen 44, 2012 Volumen 43, 2011 Volumen 42, 2010 Volumen 41, 2009 Volumen 40, 2008 Volumen 39, 2007 Volumen 38, 2006 Volumen 37, 2005 Volumen 36, 2004 Volumen 35, 2003 Volumen 34, 2002 Volumen 33, 2001 Volumen 32, 2000 Volumen 31, 1999 Volumen 30, 1998 Volumen 29, 1997 Volumen 28, 1996

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

SINOPSIS

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.


Articles with similar content:

Problems of Interpretation and Experimental Data Assimilation
Journal of Automation and Information Sciences, Vol.40, 2008, issue 7
Vyacheslav F. Gubarev
The Method of Containers at Recognition of Handwritten Mathematical Texts
Journal of Automation and Information Sciences, Vol.35, 2003, issue 11
Alexander A. Polishchuk, Nikolay Fedorovich Kirichenko
On the Game Dynamics Problems for Nonstationary Controlled Processes
Journal of Automation and Information Sciences, Vol.49, 2017, issue 3
Alexey A. Chikriy, Vladimir A. Pepelyaev
Self-intersections of the Phase Trajectories as a Measure of the Embedding Dimension of Chaotic Attractors. Part I
Journal of Automation and Information Sciences, Vol.44, 2012, issue 9
Nikolay P. Osadchuk , Victor G. Gorodetskyi
Estimation of Possibilities of Combined Procedure for Calculation of Scattering Cross Section of Two-Dimensional Perfectly Conductive Cavities
Telecommunications and Radio Engineering, Vol.63, 2005, issue 2-6
A. P. Preobrazhenskiy