1863 search results - page 143 / 373 » A supervised learning approach for imbalanced data sets |
133
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SDM
2010
SIAM
15 years 6 months ago
2010
SIAM
Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...
138
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ICML
2000
IEEE
16 years 5 months ago
2000
IEEE
Landmarking is a novel approach to describing tasks in meta-learning. Previous approaches to meta-learning mostly considered only statistics-inspired measures of the data as a sou...
160
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IEEEARES
2010
IEEE
15 years 9 months ago
2010
IEEE
Spyware represents a serious threat to confidentiality since it may result in loss of control over private data for computer users. This type of software might collect the data and...
166
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TAL
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. Most common feature selection techniques for document categorization are supervised and require lots of training data in order to accurately capture the descriptive and d...
133
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ICCV
2007
IEEE
16 years 6 months ago
2007
IEEE
Tumor segmentation from MRI data is an important but time consuming task performed manually by medical experts. Automating this process is challenging due to the high diversity in...