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PAMI
2010
103views more  PAMI 2010»
13 years 6 months ago
Tuning Support Vector Machines for Minimax and Neyman-Pearson Classification
Mark A. Davenport, Richard G. Baraniuk, Clayton Sc...
PKDD
2010
Springer
152views Data Mining» more  PKDD 2010»
13 years 6 months ago
Online Knowledge-Based Support Vector Machines
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
Gautam Kunapuli, Kristin P. Bennett, Amina Shabbee...
PR
2010
101views more  PR 2010»
13 years 6 months ago
On-line independent support vector machines
Francesco Orabona, Claudio Castellini, Barbara Cap...
TNN
2011
104views more  TNN 2011»
13 years 3 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...