Posted by **step778** at Jan. 8, 2018

1999 | pages: 394 | ISBN: 3540666974 | DJVU | 3,6 mb

Posted by **AvaxGenius** at April 30, 2018

This book expounds the principle and related applications of nonlinear principal component analysis (PCA), which is useful method to analyze mixed measurement levels data. In the part dealing with the principle, after a brief introduction of ordinary PCA, a PCA for categorical data (nominal and ordinal) is introduced as nonlinear PCA, in which an optimal scaling technique is used to quantify the categorical variables. The alternating least squares (ALS) is the main algorithm in the method.

Posted by **AvaxGenius** at March 29, 2018

English | PDF,EPUB | 2018 | 186 Pages | ISBN : 3319758462 | 9.68 MB

This unique text/reference presents a fresh look at nonlinear processing through nonlinear eigenvalue analysis, highlighting how one-homogeneous convex functionals can induce nonlinear operators that can be analyzed within an eigenvalue framework. The text opens with an introduction to the mathematical background, together with a summary of classical variational algorithms for vision. This is followed by a focus on the foundations and applications of the new multi-scale representation based on non-linear eigenproblems. The book then concludes with a discussion of new numerical techniques for finding nonlinear eigenfunctions, and promising research directions beyond the convex case.

Posted by **AlenMiler** at Feb. 10, 2018

English | 14 Oct. 2014 | ISBN: 1292060506, 013349926X | 400 Pages | PDF | 7.03 MB

Posted by **arundhati** at Feb. 10, 2018

2018 | ISBN-10: 111948796X | 276 pages | PDF | 6 MB

Posted by **DZ123** at Jan. 5, 2018

English | 2008 | ISBN: 3642095674 | PDF | pages: 180 | 4.0 mb

Posted by **roxul** at May 25, 2018

English | 2015 | ISBN: 3319180711 | 407 pages | EPUB | 8 MB

Posted by **step778** at May 24, 2018

2015 | pages: 407 | ISBN: 3319209876 | PDF | 8,9 mb

Posted by **step778** at May 23, 2018

2010 | pages: 592 | ISBN: 0486609715 | DJVU | 7,4 mb

Posted by **step778** at May 23, 2018

2007 | pages: 450 | ISBN: 0199212031 | PDF | 3,0 mb