5771 search results - page 379 / 1155 » Learning similarity space |
166
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ICANN
2007
Springer
16 years 1 months ago
2007
Springer
Abstract. We present a method to find the exact maximal margin hyperplane for linear Support Vector Machines when a new (existing) component is added (removed) to (from) the inner...
143
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NPC
2007
Springer
16 years 29 days ago
2007
Springer
Parallelism is one of the main sources for performance improvement in modern computing environment, but the efficient exploitation of the available parallelism depends on a number ...
158
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IJCNN
2006
IEEE
16 years 26 days ago
2006
IEEE
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
172
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ICIAR
2005
Springer
16 years 10 days ago
2005
Springer
In this paper, a novel and efficient automatic image categorization system is proposed. This system integrates the MIL-based and global-featurebased SVMs for categorization. The IP...
146
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ECCV
2010
Springer
15 years 11 months ago
2010
Springer
In an object recognition scenario with tens of thousands of categories, even a small number of labels per category leads to a very large number of total labels required. We propose...