Nonlinear Dimensionality Reduction |
|
| Author:
| Verleysen, Michel
Lee, John A. |
| Series title: | Information Science and Statistics Ser. |
| ISBN: | 978-0-387-39350-6 |
| Publication Date: | Jan 2007 |
| Publisher: | Springer
|
| Book Format: | Hardback |
| List Price: | AUD $295.95 |
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.