3256 search results - page 349 / 652 » Learning Linear Transformations |
197
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FLAIRS
2008
15 years 9 months ago
2008
We introduce a method to deal with the problem of learning from imbalanced data sets, where examples of one class significantly outnumber examples of other classes. Our method sel...
168
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
The paper addresses the problem of learning a regression model parameterized by a fixed-rank positive semidefinite matrix. The focus is on the nonlinear nature of the search space...
179
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
Approaches based on local features and descriptors are increasingly used for the task of object recognition due to their robustness with regard to occlusions and geometrical defor...
178
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ICPR
2006
IEEE
16 years 7 months ago
2006
IEEE
Correspondence algorithms typically struggle with shapes that display part-based variation. We present a probabilistic approach that matches shapes using independent part transfor...
154
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HICSS
2009
IEEE
16 years 1 months ago
2009
IEEE
Given the limitation of hearing and understanding speech for many individuals, we plan to supplement the sound of speech and speechreading with an additional informative visual in...