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A [https://www.projectrhea.org/learning/slectures.php slecture] by [[ECE]] student Tsung Tai Yeh
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A [http://www.projectrhea.org/learning/slectures.php slecture] by [[ECE]] student Tsung Tai Yeh
  
Partly based on the [[2014_Spring_ECE_662_Boutin|ECE662 Spring 2014 lecture]] material of [[user:mboutin|Prof. Mireille Boutin]].  
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Partly based on the [[2014_Spring_ECE_662_Boutin_Statistical_Pattern_recognition_slectures|ECE662 Spring 2014 lecture]] material of [[user:mboutin|Prof. Mireille Boutin]].  
 
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[[Media:kernel_PCA_slides_Tsungtai_Yeh_slecture_ECE662S14.pdf|Slide handout slides (in pdf format)]]
 
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*Element 1:
 
::Kernel PCA in pattern analysis
 
*Element 2:
 
 
=Introduction to kernel methods and kernel PCA (in English)=
 
=Introduction to kernel methods and kernel PCA (in English)=
 
== [http://youtu.be/TrxJVmoYSaA Link to Video on Youtube] ==
 
== [http://youtu.be/TrxJVmoYSaA Link to Video on Youtube] ==
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<youtube>TrxJVmoYSaA</youtube>  
 
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*Element 3
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=Introduction to kernel methods and kernel PCA (in Chinese)=
:: The tutorial of kernel method and kernel PCA in Chinese [http://youtu.be/z0h74dDeRm4 Link to video on Youtube]  
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== [http://youtu.be/z0h74dDeRm4 Link to video on Youtube] ==
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<youtube>z0h74dDeRm4</youtube>  
 
<youtube>z0h74dDeRm4</youtube>  
*Final element
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:: [[Media kernel_PCA_slides_Tsungtai_Yeh_slecture_ECE662S14.pdf|The handout slides of kernel PCA]]
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==[[slecture_kernelPCA_of_slecture_review|Questions and comments]]==
 
==[[slecture_kernelPCA_of_slecture_review|Questions and comments]]==

Latest revision as of 10:41, 22 January 2015


Kernel PCA

A slecture by ECE student Tsung Tai Yeh

Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.

Slide handout slides (in pdf format)



Introduction to kernel methods and kernel PCA (in English)

Link to Video on Youtube

Introduction to kernel methods and kernel PCA (in Chinese)

Link to video on Youtube



Questions and comments

If you have any questions, comments, etc. please post them on this page.


Back to ECE662, Spring 2014

Alumni Liaison

Ph.D. on Applied Mathematics in Aug 2007. Involved on applications of image super-resolution to electron microscopy

Francisco Blanco-Silva