189 search results - page 5 / 38 » Combining Multiple Kernels by Augmenting the Kernel Matrix |
106
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KDD
2007
ACM
16 years 3 days ago
2007
ACM
The kernel function plays a central role in kernel methods. In this paper, we consider the automated learning of the kernel matrix over a convex combination of pre-specified kerne...
110
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ICDM
2010
IEEE
14 years 9 months ago
2010
IEEE
Financial forecasting is the basis for budgeting activities and estimating future financing needs. Applying machine learning and data mining models to financial forecasting is both...
IJNS
2007
14 years 11 months ago
2007
Oligo kernels for biological sequence classification have a high discriminative power. A new parameterization for the K-mer oligo kernel is presented, where all oligomers of lengt...
MMM
2009
Springer
15 years 6 months ago
2009
Springer
In this paper, we present a novel multiple kernel method to learn the optimal classification function for visual concept. Although many carefully designed kernels have been propose...
120
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ICPP
2009
IEEE
15 years 6 months ago
2009
IEEE
—Sparse Matrix-Vector multiplication (SpMV) is a very challenging computational kernel, since its performance depends greatly on both the input matrix and the underlying architec...