Nonlinear Dimensionality Reduction |
|
| Author:
| Lee, John A.
Verleysen, Michel |
| Series title: | Information Science and Statistics Ser. |
| ISBN: | 978-1-4419-2288-5 |
| Publication Date: | Nov 2010 |
| Publisher: | Springer New York
|
| Imprint: | Springer |
| Book Format: | Paperback |
| List Price: | USD $159.99 |
Book Description:
|
This book reviews well-known methods for reducing the dimensionality of numerical databases as well as recent developments in nonlinear dimensionality reduction. All are described from a unifying point of view, which highlights their respective strengths and shortcomings.
This book reviews well-known methods for reducing the dimensionality of numerical databases as well as recent developments in nonlinear dimensionality reduction. All are described from a unifying point of view, which highlights their respective strengths and shortcomings.