Main Geometric Structure of High-Dimensional Data and Dimensionality Reduction (English Version) (Chinese Edition)
Geometric Structure of High-Dimensional Data and Dimensionality Reduction (English Version) (Chinese Edition) cover

Geometric Structure of High-Dimensional Data and Dimensionality Reduction (English Version) (Chinese Edition)

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The book introduces different dimensionality reduction methods with their mathematical principles and calculation procedure. Apart typical dimensionality reduction methods, the book pay more attentions to nonlinear method discussions and makes detailed descriptions to nonlinear methods of their main thought, mathematical basis, calculation and procedure which developed in recent period; in addition, the book also introduces dimensionality reduction application on letter distinguishing, face detection, picture segmentation, and data visualization, etc.
Request Code : ZLIBIO4020282
Categories:
Year:
2012
Publisher:
Higher Education Press
Language:
English
Pages:
356
ISBN 10:
7040317044
ISBN 13:
9787040317046
ISBN:
7040317044,9787040317046

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