Kernel Methods

Kernel Methods in Bioengineering, Signal and Image Processing [Repost]

Kernel Methods in Bioengineering, Signal and Image Processing by Gustavo Camps-Valls
English | 30 Jun. 2007 | ISBN: 1599040425 | 432 Pages | PDF | 11 MB

In the last decade, a number of powerful kernel-based learning methods have been proposed in the machine learning community: support vector machines (SVMs), kernel fisher discriminant (KFD) analysis, kernel PCA/ICA, kernel mutual information, kernel k-means, and kernel ARMA.

Kernel Methods in Computer Vision (Repost)  

Posted by step778 at Dec. 16, 2014
Kernel Methods in Computer Vision (Repost)

Christoph H. Lampert, "Kernel Methods in Computer Vision"
2009 | pages: 101 | ISBN: 1601982682 | PDF | 2,7 mb
Kernel Methods in Bioengineering, Signal and Image Processing

Gustavo Camps-Valls, Jose Luis Rojo-Alvarez, Manel Martinez-Ramon, "Kernel Methods in Bioengineering, Signal and Image Processing"
2007 | pages: 430 | ISBN: 1599040425 | PDF | 10,3 mb

Kernel Methods and Machine Learning  

Posted by interes at May 8, 2014
Kernel Methods and Machine Learning

Kernel Methods and Machine Learning by S. Y. Kung
English | 2014 | ISBN: 110702496X | 572 pages | PDF | 3,5 MB

Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for kernel-based supervised and unsupervised learning models. The first of the theorems establishes a condition, arguably necessary and sufficient, for the kernelization of learning models.
Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods (repost)

Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods
by Joseph Keshet, Samy Bengio
English | 2009 | ISBN: 0470696834 | 272 pages | PDF | 2.37 MB

Kernel Methods for Remote Sensing Data Analysis (Repost)  

Posted by Specialselection at Jan. 14, 2013
Kernel Methods for Remote Sensing Data Analysis (Repost)

Gustavo Camps-Valls, Lorenzo Bruzzone, "Kernel Methods for Remote Sensing Data Analysis"
English | 2009-12-02 | ISBN: 0470722118 | 444 pages | PDF | 5.4 mb

Kernel Methods for Remote Sensing Data Analysis  

Posted by rolexmaya at Dec. 9, 2011
Kernel Methods for Remote Sensing Data Analysis

Kernel Methods for Remote Sensing Data Analysis
Wiley; 1 edition | December 15, 2009 | ISBN-10: 0470722118 | 434 pages | PDF | 5.4 Mb

Kernel methods have long been established as effective techniques in the framework of machine learning and pattern recognition, and have now become the standard approach to many remote sensing applications.

Kernel Methods in Computer Vision  

Posted by tot167 at July 27, 2010
Kernel Methods in Computer Vision

Christoph H. Lampert, "Kernel Methods in Computer Vision"
Now Publishers Inc | 2009 | ISBN: 1601982682 | 112 pages | PDF | 2,7 MB
Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods

Joseph Keshet, Samy Bengio, “Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods”
Wiley | 2009-03-23 | ISBN: 0470696834 | 272 pages | PDF | 2,15 MB

Kernel Methods for Pattern Analysis  

Posted by robin-bobin at Dec. 2, 2008
Kernel Methods for Pattern Analysis

Kernel Methods for Pattern Analysis By John Shawe-Taylor, Nello Cristianini
Publisher: Cambridge University Press 2004 | 476 Pages | ISBN: 0521813972 | PDF | 2.5 MB

This book provides professionals with a large selection of algorithms, kernels and solutions ready for implementation and…