A study of dimensionality reduction as subspace data embedding linked by multidimensional scaling.

• Main Author: Wang, Wanqiu.
• Other Authors: Chan, Kap Luk
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/3685
• Institution: Nanyang Technological University

Some state-of-the-art dimensionality reduction techniques are reviewed and investigated in this thesis. Dimensionality reduction techniques can be catego- rized into two serving different purposes. The first category is to mitigate the computational load and to address the Curse-of-Dimensionality, a...