Nonlinear Dimensionality Reduction

Name: Nonlinear Dimensionality Reduction
Brand: Springer-Verlag New York Inc.
SKU: 9781441922885
Price: 21600 KES
Availability: OutOfStock
ISBN: 9781441922885

1st ed. Softcover of orig. ed. 2007

by John A. Lee , Michel Verleysen

Book Details

Format Paperback / softback

Book Series Information Science and Statistics

ISBN-10 1441922881

ISBN-13 9781441922885

Edition 1st ed. Softcover of orig. ed. 2007

Publisher Springer-Verlag New York Inc.

Imprint Springer-Verlag New York Inc.

Country of Manufacture US

Country of Publication GB

Publication Date Nov 19th, 2010

Print length 309 Pages

Product Classification: Mathematical foundations Mathematical logic Probability & statistics Probability and statistics Data mining Maths for computer scientists Expert systems / knowledge-based systems Pattern recognition Computer vision Information visualization

KSh 21,600.00

Currently unavailable 0 in stock

Delivery Location

County

Location

Delivery fee: Select location

Secure

Quality

Fast

However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic. The purpose of the book is to summarize clear facts and ideas about well-known methods as well as recent developments in the topic of nonlinear dimensionality reduction.

High-Dimensional Data.- Characteristics of an Analysis Method.- Estimation of the Intrinsic Dimension.- Distance Preservation.- Topology Preservation.- Method comparisons.- Conclusions.

Get Nonlinear Dimensionality Reduction by John A. Lee, Michel Verleysen at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer-Verlag New York Inc. and it has 309 pages.