657 search results - page 23 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
121
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
If appropriately used, prior knowledge can significantly improve the predictive accuracy of learning algorithms or reduce the amount of training data needed. In this paper we intr...
122
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ICDM
2002
IEEE
15 years 7 months ago
2002
IEEE
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
120
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ICONIP
2009
14 years 12 months ago
2009
In this paper, we propose a support vector machine with automatic confidence (SVMAC) for gender classification based on facial images. Namely, we explore how to incorporate confide...
124
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IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— A heuristic is proposed to address free parameter selection for Support Vector Machines, with the goals of improving generalization performance and providing greater insensitiv...
124
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CDC
2009
IEEE
15 years 7 months ago
2009
IEEE
— We propose a new family of classification algorithms in the spirit of support vector machines, that builds in non-conservative protection to noise and controls overfitting. O...