1118 search results - page 84 / 224 » Data Mining via Support Vector Machines |
124
click to vote
FGR
2004
IEEE
15 years 8 months ago
2004
IEEE
A class of sparse regularization functions are considered for the developing sparse classifiers for determining facial gender. The sparse classification method aims to both select...
147
click to vote
ALT
2004
Springer
16 years 1 months ago
2004
Springer
The decomposition method is currently one of the major methods for solving the convex quadratic optimization problems being associated with support vector machines. For a special c...
149
click to vote
INCDM
2010
Springer
15 years 3 months ago
2010
Springer
The importance of learning distance functions is gradually being acknowledged by the machine learning community, and different techniques are suggested that can successfully learn ...
154
Voted
SDM
2008
SIAM
15 years 6 months ago
2008
SIAM
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
170
click to vote
JMLR
2012
13 years 7 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...