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Ostrava
June 26, 2008 to June 28, 2008
ISBN: 978-0-7695-3184-7
pp: 195-200
ABSTRACT
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
Jana Kocibova, Pavel Kromer, Pavel Moravec, Vaclav Snasel, "Tensor Decomposition for 3D Bars Problem", CISIM, 2008, 7th Computer Information Systems and Industrial Management Applications (CISIM 2008), 7th Computer Information Systems and Industrial Management Applications (CISIM 2008) 2008, pp. 195-200, doi:10.1109/CISIM.2008.15
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