Tensor Decomposition for 3D Bars Problem

June 26-June 28

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http://doi.ieeecomputersociety.org/10.1109/CISIM.2008.15

2008 7th Computer Information Systems ...

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	ASCII Text	x
	Jan Platos, Jana Kocibova, Pavel Kromer, Pavel Moravec, Vaclav Snasel, "Tensor Decomposition for 3D Bars Problem," Computer Information Systems and Industrial Management Applications, International Conference on, pp. 195-200, 2008 7th Computer Information Systems and Industrial Management Applications, 2008.

	BibTex	x
	@article{ 10.1109/CISIM.2008.15, author = {Jan Platos and Jana Kocibova and Pavel Kromer and Pavel Moravec and Vaclav Snasel}, title = {Tensor Decomposition for 3D Bars Problem}, journal ={Computer Information Systems and Industrial Management Applications, International Conference on}, volume = {0}, year = {2008}, isbn = {978-0-7695-3184-7}, pages = {195-200}, doi = {http://doi.ieeecomputersociety.org/10.1109/CISIM.2008.15}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer Information Systems and Industrial Management Applications, International Conference on TI - Tensor Decomposition for 3D Bars Problem SN - 978-0-7695-3184-7 SP195 EP200 A1 - Jan Platos, A1 - Jana Kocibova, A1 - Pavel Kromer, A1 - Pavel Moravec, A1 - Vaclav Snasel, PY - 2008 KW - dimension reduction KW - SVD KW - NMF KW - HO-SVD VL - 0 JA - Computer Information Systems and Industrial Management Applications, International Conference on ER -

In this paper, we compare performance of several dimension reduction techniques, namely SVD, NMF and SDD. The qualitative comparison is evaluated on a collection of bars. We compare the quality of these methods from on the base of the visual impact. We also compare dimension reduction techniques SVD and HO-SVD on tensors - 3D bars.

Index Terms:

dimension reduction, SVD, NMF, HO-SVD

Citation:

Jan Platos, Jana Kocibova, Pavel Kromer, Pavel Moravec, Vaclav Snasel, "Tensor Decomposition for 3D Bars Problem," cisim, pp.195-200, 2008 7th Computer Information Systems and Industrial Management Applications, 2008

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