3256 search results - page 427 / 652 » Learning Linear Transformations |
162
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MCS
2010
Springer
16 years 1 months ago
2010
Springer
Abstract. In this paper we present a novel approach to combining multiple kernels where the kernels are computed from different information channels. In contrast to traditional me...
153
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MLDM
2009
Springer
16 years 1 months ago
2009
Springer
A number of two-class classification methods first discretize each attribute of two given training sets and then construct a propositional DNF formula that evaluates to True for ...
155
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ECML
2007
Springer
16 years 20 days ago
2007
Springer
Choosing a suitable feature representation for structured data is a non-trivial task due to the vast number of potential candidates. Ideally, one would like to pick a small, but in...
195
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WACV
2005
IEEE
16 years 2 days ago
2005
IEEE
We present a framework for learning object representations for fast recognition of a large number of different objects. Rather than learning and storing feature representations s...
145
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ECML
2005
Springer
16 years 1 days ago
2005
Springer
Incorporation of prior knowledge into the learning process can significantly improve low-sample classification accuracy. We show how to introduce prior knowledge into linear supp...