Capa do livro de Nonlinear Dimensionality Reduction
Título do livro:

Nonlinear Dimensionality Reduction

Betascript Publishing (2013-08-23 )

Books loader

Omni badge Apto para vale
ISBN- 1 3:

978-613-0-31583-2

ISBN- 1 0:
613031583X
EAN:
9786130315832
Idioma do livro:
Inglês
Anotações e citações/ texto breve:
Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. High-dimensional data, meaning data that requires more than two or three dimensions to represent, can be difficult to interpret. One approach to simplification is to assume that the data of interest lies on an embedded non-linear manifold within the higher-dimensional space. If the manifold is of low enough dimension then the data can be visualised in the low dimensional space. Below is a summary of some of the important algorithms from the history of manifold learning and nonlinear dimensionality reduction. Many of these non-linear dimensionality reduction methods are related to linear methods which are listed below. The non-linear methods can be broadly classified into two groups: those which actually provide a mapping (either from the high dimensional space to the low dimensional embedding or vice versa), and those that just give a visualisation. Typically those that just give a visualisation are based on proximity data - that is, distance measurements.
Editora:
Betascript Publishing
Website:
https://www.betascript-publishing.com/
Editado por:
Lambert M. Surhone, Mariam T. Tennoe, Susan F. Henssonow
Número de páginas:
88
Publicado em:
2013-08-23
Stock:
Disponível
Categoria:
Matemática
Preço:
34.00 €
Palavras chave:
Higher Dimension, Manifold, dimension reduction, Independent Component Analysis, Principal Component Analysis, Singular Value Decomposition, Factor Analysis, dynamical system

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::alipay Adyen::wechatpay Adyen::unionpay Adyen::paypal PayPal Transferência Bancária

  0 produtos no carrinho
Editar carrinho
Loading frontend
LOADING