978 search results - page 11 / 196 » Infinite Ensemble Learning with Support Vector Machines |
137
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CIBCB
2006
IEEE
15 years 7 months ago
2006
IEEE
– The visualization of support vector machines in realistic settings is a difficult problem due to the high dimensionality of the typical datasets involved. However, such visuali...
123
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ICPR
2002
IEEE
16 years 2 months ago
2002
IEEE
Learning Bayesian Belief Networks (BBN) from corpora and incorporating the extracted inferring knowledge with a Support Vector Machines (SVM) classifier has been applied to charac...
149
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ICCV
2007
IEEE
15 years 8 months ago
2007
IEEE
This paper treats tracking as a foreground/background classification problem and proposes an online semisupervised learning framework. Initialized with a small number of labeled ...
123
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ECIR
2003
Springer
15 years 3 months ago
2003
Springer
In order to reduce human efforts, there has been increasing interest in applying active learning for training text classifiers. This paper describes a straightforward active learni...
111
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TKDE
2008
15 years 1 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...