Nonlinear Dimensionality Reduction

By John A. Lee and Michel Verleysen

Book Overview

This book describes existing and advanced methods to reduce the dimensionality of numerical databases. For each method, the description starts from intuitive ideas, develops the necessary mathematical details and ends by outlining the algorithmic implementation. Methods are compared with each other with the help of different illustrative examples.

• Format: Paperback
• Language: English
• ISBN: 1441922881
• ISBN13: 9781441922885
• Release Date: November 2010
• Publisher: Springer
• Length: 309 Pages
• Weight: 1.01 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"