Tensor Decomposition for 3D Bars Problem

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.

• Type: Conference
• Year: 2008
• Where: CISIM
• Authors: Jan Platos, Jana Kocibova, Pavel Krömer, Pavel Moravec, Václav Snásel
• Keywords: CISIM 2008, Dimension Reduction Techniques, Information System, SDD.The Qualitative Comparison, Visual Impact