522 search results - page 10 / 105 » Dynamic Time-Alignment Kernel in Support Vector Machine |
IJDMB
2006
14 years 10 months ago
2006
101
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ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
In this paper, we define a family of syntactic kernels for automatic relational learning from pairs of natural language sentences. We provide an efficient computation of such mode...
NIPS
2003
14 years 11 months ago
2003
The decision functions constructed by support vector machines (SVM’s) usually depend only on a subset of the training set—the so-called support vectors. We derive asymptotical...
SADM
2010
14 years 8 months 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 ...