Advancing the Effectiveness of Non-Linear Dimensionality Reduction Techniques

Data that is represented with high dimensionality presents a computational complexity challenge for many existing algorithms. Limiting dimensionality by discarding attributes is sometimes a poor solution to this problem because significant high-level concepts may be encoded in the data across many o...

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Bibliographic Details
Main Author: Gashler, Michael S.
Format: Others
Published: BYU ScholarsArchive 2012
Subjects:
Online Access:https://scholarsarchive.byu.edu/etd/3216
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=4215&context=etd