1157 search results - page 11 / 232 » A kernel path algorithm for support vector machines |
110
Voted
NPL
2002
15 years 2 months ago
2002
The `kernel approach' has attracted great attention with the development of support vector machine (SVM) and has been studied in a general way. It offers an alternative soluti...
122
click to vote
IJCNN
2008
IEEE
15 years 8 months ago
2008
IEEE
— Effective use of support vector machines (SVMs) in classification necessitates the appropriate choice of a kernel. Designing problem specific kernels involves the definition...
126
click to vote
SADM
2010
15 years 24 days ago
2010
: This paper proposes twin prototype support vector machine (TVM), a constant space and sublinear time support vector machine (SVM) algorithm for online learning. TVM achieves its ...
121
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
139
click to vote
ECML
2006
Springer
15 years 6 months ago
2006
Springer
In this paper, we provide a study on the use of tree kernels to encode syntactic parsing information in natural language learning. In particular, we propose a new convolution kerne...