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TNN
2011
104views more  TNN 2011»
14 years 11 months ago
Extended Input Space Support Vector Machine
—In some applications, the probability of error of a given classifier is too high for its practical application, but we are allowed to gather more independent test samples from ...
Ricardo Santiago-Mozos, Fernando Pérez-Cruz...
ESWA
2010
132views more  ESWA 2010»
14 years 11 months ago
Prediction of small non-coding RNA in bacterial genomes using support vector machines
Tzu-Hao Chang, Li-Ching Wu, Jun-Hong Lin, Hsien-Da...
ICPR
2006
IEEE
16 years 5 months ago
Feature selection for linear support vector machines
Feature selection is attracted much interest from researchers in many fields such as pattern recognition and data mining. In this paper, a novel algorithm for feature selection is...
Zhizheng Liang, Tuo Zhao
KDD
2006
ACM
181views Data Mining» more  KDD 2006»
16 years 4 months ago
Cryptographically private support vector machines
We study the problem of private classification using kernel methods. More specifically, we propose private protocols implementing the Kernel Adatron and Kernel Perceptron learning ...
Helger Lipmaa, Sven Laur, Taneli Mielikäinen