1334 search results - page 8 / 267 » Composite kernel learning |
165
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PR
2007
15 years 1 months ago
2007
The advantage of a kernel method often depends critically on a proper choice of the kernel function. A promising approach is to learn the kernel from data automatically. In this p...
143
Voted
ICDM
2010
IEEE
15 years 7 days 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...
130
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JMLR
2010
14 years 9 months ago
2010
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...
111
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We introduce a novel graph kernel called the Neighborhood Subgraph Pairwise Distance Kernel. The kernel decomposes a graph into all pairs of neighborhood subgraphs of small radius...
67
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE