Computer Information Systems and Industrial Management Applications, International Conference on (2008)
June 26, 2008 to June 28, 2008
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CISIM.2008.15
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.
dimension reduction, SVD, NMF, HO-SVD
Vaclav Snasel, Jan Platos, Jana Kocibova, Pavel Kromer, Pavel Moravec, "Tensor Decomposition for 3D Bars Problem", Computer Information Systems and Industrial Management Applications, International Conference on, vol. 00, no. , pp. 195-200, 2008, doi:10.1109/CISIM.2008.15