Support Vector Machines Applications
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Published By Springer International Publishing

9783319022994, 9783319023007
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scholarly journals Security Evaluation of Support Vector Machines in Adversarial Environments

2014 ◽  
pp. 105-153 ◽  
Author(s):  
Battista Biggio ◽  
Igino Corona ◽  
Blaine Nelson ◽  
Benjamin I. P. Rubinstein ◽  
Davide Maiorca ◽  
...  
Keyword(s):  
Support Vector Machines ◽  
Support Vector ◽  
Security Evaluation ◽  
Vector Machines ◽  
Adversarial Environments

Kernel Machines for Imbalanced Data Problem in Biomedical Applications

2014 ◽  
pp. 221-268 ◽  
Author(s):  
Peng Li ◽  
Kap Luk Chan ◽  
Sheng Fu ◽  
Shankar M. Krishnan
Keyword(s):  
Biomedical Applications ◽  
Imbalanced Data ◽  
Kernel Machines ◽  
Data Problem

Application of SVMs to the Bag-of-Features Model: A Kernel Perspective

2014 ◽  
pp. 155-189
Author(s):  
Lei Wang ◽  
Lingqiao Liu ◽  
Luping Zhou ◽  
Kap Luk Chan
Keyword(s):  
Bag Of Features

Support Vector Machines for Neuroimage Analysis: Interpretation from Discrimination

2013 ◽  
pp. 191-220 ◽  
Author(s):  
Luping Zhou ◽  
Lei Wang ◽  
Lingqiao Liu ◽  
Philip Ogunbona ◽  
Dinggang Shen
Keyword(s):  
Support Vector Machines ◽  
Support Vector ◽  
Vector Machines
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