3636 search results - page 143 / 728 » Crafting Papers on Machine Learning |
113
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ADMA
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. This paper proposes a new support vector machine (SVM) with a robust loss function for data mining. Its dual optimal formation is also constructed. A gradient based algor...
147
Voted
CVPR
2005
IEEE
16 years 6 months ago
2005
IEEE
Although recent studies have shown that unlabeled data are beneficial to boosting the image retrieval performance, very few approaches for image retrieval can learn with labeled a...
149
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AAAI
2008
15 years 6 months ago
2008
Multiple instance learning (MIL) is a branch of machine learning that attempts to learn information from bags of instances. Many real-world applications such as localized content-...
106
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ACMSE
2006
ACM
15 years 10 months ago
2006
ACM
Support Vector Machines (SVMs) have successfully shown efficiencies in many areas such as text categorization. Although recommendation systems share many similarities with text ca...
140
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IJCNLP
2005
Springer
15 years 9 months ago
2005
Springer
The merit of phrase-based statistical machine translation is often reduced by the complexity to construct it. In this paper, we address some issues in phrase-based statistical mach...