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   Yurtseven.ORG » Algorithms » Publications  [25]
   Yurtseven.ORG » Artificial Intelligence » Publications  [19]
   Yurtseven.ORG » Artificial Intelligence » Agents » Publications  [18]
   Yurtseven.ORG » Artificial Intelligence » Machine Learning » Publications  [20]
   
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 1 - An Introduction to Support Vector Machines Browse Website open in new window
    
  07-January-2012 
An introductory book to the field of Support Vector Machines, a novel machine learning algorithm.


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 2 - A Tutorial on Support Vector Machines for Pattern Recognition Browse Website open in new window
    
  07-January-2012 
By Christopher Burges. 1998. Several formats of document available.


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 3 - Support Vector Machines Browse Website open in new window
    
  07-January-2012 
"IEEE Intelligent Systems" article by Marti Hearst. July/August 1998.


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 4 - Dimensionality Reduction via Sparse Support Vector Machines Browse Website open in new window
    
  07-January-2012 
Appears in Journal of Machine Learning Research. 2003.


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 5 - Semi-Supervised Support Vector Browse Website open in new window
    
  07-January-2012 
We introduce a semi-supervised support vector machine (S3VM) method.


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 6 - A Tutorial on v-Support Vector Machines Browse Website open in new window
    
  07-January-2012 
Paper by Pai-Hsuen Chen, Chih-Jen Lin, and Bernhard Schölkopf, describing the main ideas of statistical learning theory, support vector machines (SVMs), and kernel feature spaces.


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 7 - Customization using Support Vector Machines for Information Retrieval Browse Website open in new window
    
  07-January-2012 
Paper by Kenro Aihara and Atsuhiro Takasu, which proposes an HCI approach to supporting interactive document retrieval in unorganized open information space. 2000.


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 8 - Hidden Markov Support Vector Machines Browse Website open in new window
    
  07-January-2012 
Appears in Proceedings of the 20th International Conference on Machine Learning (ICML 2003).


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 9 - Interior-Point Methods for Massive Support Vector Machines Browse Website open in new window
    
  07-January-2012 
SIAM Journal on Optimization, Vol. 13, Iss. 3. Several formats of document available. [subscription required]


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