657 search results - page 18 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
TKDE
2008
14 years 11 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...
GECCO
2007
Springer
15 years 3 months ago
2007
Springer
While support vector machines (SVMs) have shown great promise in supervised classification problems, researchers have had to rely on expert domain knowledge when choosing the SVM&...
102
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ICDM
2009
IEEE
15 years 6 months ago
2009
IEEE
—A fast online algorithm OnlineSVMR for training Ramp-Loss Support Vector Machines (SVMR s) is proposed. It finds the optimal SVMR for t+1 training examples using SVMR built on t...
87
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TMI
2002
14 years 11 months ago
2002
In this paper, we investigate an approach based on support vector machines (SVMs) for detection of microcalcification (MC) clusters in digital mammograms, and propose a successive ...
104
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ISBI
2002
IEEE
16 years 12 days ago
2002
IEEE
Microcalcification (MC) clusters in mammograms can be an indicator of breast cancer. In this work we propose for the first time the use of support vector machine (SVM) learning fo...