1854 search results - page 71 / 371 » On Kernel Methods for Relational Learning |
124
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SDM
2009
SIAM
16 years 6 days ago
2009
SIAM
Maximum margin clustering (MMC) has recently attracted considerable interests in both the data mining and machine learning communities. It first projects data samples to a kernel...
129
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BMCBI
2004
15 years 2 months ago
2004
Background: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks ...
104
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FCCM
2005
IEEE
15 years 8 months ago
2005
IEEE
In this paper, we propose a method for speeding-up applications by partitioning them between the reconfigurable hardware blocks of different granularity and mapping critical parts...
106
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MICCAI
2009
Springer
16 years 4 months ago
2009
Springer
We study the problem of classifying mild Alzheimer's disease (AD) subjects from healthy individuals (controls) using multi-modal image data, to facilitate early identification...
130
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
In high-dimensional classification problems it is infeasible to include enough training samples to cover the class regions densely. Irregularities in the resulting sparse sample d...