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Least Squares Support Vector Machines
Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle
[PDF.yv70] Least Squares Support Vector Machines
Least Squares Support Vector Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle epub Least Squares Support Vector Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle pdf download Least Squares Support Vector Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle pdf file Least Squares Support Vector Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle audiobook Least Squares Support Vector Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle book review Least Squares Support Vector Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle summary
| #1354982 in Books | World Scientific Publishing Company | 2002-11-14 | Original language:English | PDF # 1 | 9.48 x.84 x6.52l,1.23 | File type: PDF | 308 pages | ||0 of 0 people found the following review helpful.| Almost what I needed ...|By Peter F.|I am using LS-SVMlab software toolbox and this book is helpful to understand the background. This book is NOT the tutorial I am searching for. Unfortunately, neither is the User's Guide. I'm looking for a detailed tutorial on NARX time series implementation. Still, this book is helpful.
This book focuses on Least Squares Support Vector Machines (LS-SVMs) which are reformulations to standard SVMs. LS-SVMs are closely related to regularization networks and Gaussian processes but additionally emphasize and exploit primal-dual interpretations from optimization theory. The authors explain the natural links between LS-SVM classifiers and kernel Fisher discriminant analysis. Bayesian inference of LS-SVM models is discussed, together with methods for imposing s...
You easily download any file type for your gadget.Least Squares Support Vector Machines | Johan A K Suykens, Tony Van Gestel, Jos De Brabanter, Bart De Moor, Joos Vandewalle. A good, fresh read, highly recommended.
