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

• المؤلف الرئيسي: Wang, Wan Qiu
• مؤلفون آخرون: Chan Kap Luk
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2011
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/42687

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...