Geometric structure of high-dimensional data and dimensionality reduction
"Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality reduction. In addition to the introduction to well-known linear methods, the book moreover stresses the recently developed nonlinear...
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Format: | Electronic Resource |
Language: | English |
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Berlin, Heidelberg
Springer Berlin Heidelberg
2011.
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Online Access: | Available for University of the Philippines Diliman via SpringerLink. Click here to access |