4660 search results - page 506 / 932 » Learning from imperfect data |
159
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ICML
2010
IEEE
15 years 6 months ago
2010
IEEE
In a variety of applications, kernel machines such as Support Vector Machines (SVMs) have been used with great success often delivering stateof-the-art results. Using the kernel t...
139
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ICASSP
2010
IEEE
15 years 5 months ago
2010
IEEE
In this paper, we propose a novel solution for multi-view object detection. Given a set of training examples at different views, we select examples at a few key views and train on...
174
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ISDA
2010
IEEE
15 years 3 months ago
2010
IEEE
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
122
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DASFAA
2007
IEEE
15 years 12 months ago
2007
IEEE
Nowadays many data mining/analysis applications use the graph analysis techniques for decision making. Many of these techniques are based on the importance of relationships among t...
210
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ICDM
2005
IEEE
15 years 11 months ago
2005
IEEE
In this paper we address the problem of learning the Markov blanket of a quantity from data in an efficient manner. Markov blanket discovery can be used in the feature selection ...