Advances in Principal Component Analysis

Advances in Principal Component Analysis
Author :
Publisher : Springer
Total Pages : 256
Release :
ISBN-10 : 9789811067044
ISBN-13 : 981106704X
Rating : 4/5 (44 Downloads)

Book Synopsis Advances in Principal Component Analysis by : Ganesh R. Naik

Download or read book Advances in Principal Component Analysis written by Ganesh R. Naik and published by Springer. This book was released on 2017-12-11 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail. Bringing together research results previously scattered throughout many scientific journals papers worldwide, the book presents them in a methodologically unified form. Offering vital insights into the subject matter in self-contained chapters that balance the theory and concrete applications, and especially focusing on open problems, it is essential reading for all researchers and practitioners with an interest in PCA.


Advances in Principal Component Analysis Related Books

Advances in Principal Component Analysis
Language: en
Pages: 256
Authors: Ganesh R. Naik
Categories: Technology & Engineering
Type: BOOK - Published: 2017-12-11 - Publisher: Springer

DOWNLOAD EBOOK

This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems relate
Principal Component Analysis
Language: en
Pages: 283
Authors: I.T. Jolliffe
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Principal component analysis is probably the oldest and best known of the It was first introduced by Pearson (1901), techniques ofmultivariate analysis. and dev
Generalized Principal Component Analysis
Language: en
Pages: 590
Authors: René Vidal
Categories: Science
Type: BOOK - Published: 2016-04-11 - Publisher: Springer

DOWNLOAD EBOOK

This book provides a comprehensive introduction to the latest advances in the mathematical theory and computational tools for modeling high-dimensional data dra
Advances in Independent Component Analysis
Language: en
Pages: 286
Authors: Mark Girolami
Categories: Computers
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Independent Component Analysis (ICA) is a fast developing area of intense research interest. Following on from Self-Organising Neural Networks: Independent Comp
Advances in Principal Component Analysis
Language: en
Pages: 254
Authors: Fausto Pedro García Márquez
Categories: Computers
Type: BOOK - Published: 2022-08-25 - Publisher: BoD – Books on Demand

DOWNLOAD EBOOK

This book describes and discusses the use of principal component analysis (PCA) for different types of problems in a variety of disciplines, including engineeri