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

• Main Author: Wang, Wan Qiu
• Other Authors: Chan Kap Luk
• Format: Theses and Dissertations
• Language: English
• Published: 2011
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/42687
• Institution: Nanyang Technological University

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