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

• 主要作者: Wang, Wan Qiu
• 其他作者: Chan Kap Luk
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2011
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/42687
• 機構: 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...