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

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...

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