8381 search results - page 1179 / 1677 » The security of machine learning |
199
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CIKM
2005
Springer
16 years 19 days ago
2005
Springer
In this paper we present a novel strategy, DragPushing, for improving the performance of text classifiers. The strategy is generic and takes advantage of training errors to succes...
196
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MLCW
2005
Springer
16 years 17 days ago
2005
Springer
In many regression tasks, in addition to an accurate estimate of the conditional mean of the target distribution, an indication of the predictive uncertainty is also required. Ther...
212
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MLCW
2005
Springer
16 years 17 days ago
2005
Springer
The PASCAL Visual Object Classes Challenge ran from February to March 2005. The goal of the challenge was to recognize objects from a number of visual object classes in realistic s...
186
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MLDM
2005
Springer
16 years 17 days ago
2005
Springer
Subspace clustering is an extension of traditional clustering that seeks to find clusters in different subspaces within a dataset. This is a particularly important challenge with...
216
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MLDM
2005
Springer
16 years 17 days ago
2005
Springer
Abstract. The ability to discover the topic of a large set of text documents using relevant keyphrases is usually regarded as a very tedious task if done by hand. Automatic keyphra...