662 search results - page 20 / 133 » Making inferences with small numbers of training sets |
117
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HPDC
2007
IEEE
15 years 6 months ago
2007
IEEE
Adapting to the network is the key to achieving high performance for communication-intensive applications, including scientific computing, data intensive computing, and multicast...
100
Voted
KDD
2009
ACM
16 years 9 days ago
2009
ACM
Classification is a core task in knowledge discovery and data mining, and there has been substantial research effort in developing sophisticated classification models. In a parall...
TOG
2002
14 years 11 months ago
2002
Treemaps, a space-filling method of visualizing large hierarchical data sets, are receiving increasing attention. Several algorithms have been proposed to create more useful displ...
107
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CVPR
2005
IEEE
16 years 1 months ago
2005
IEEE
Boosting based detection methods have successfully been used for robust detection of faces and pedestrians. However, a very large amount of labeled examples are required for train...
106
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ICML
2000
IEEE
16 years 17 days ago
2000
IEEE
We describe a simple active learning heuristic which greatly enhances the generalization behavior of support vector machines (SVMs) on several practical document classification ta...