3949 search results - page 356 / 790 » Machine Learning and Data Mining |
169
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ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
In active learning, where a learning algorithm has to purchase the labels of its training examples, it is often assumed that there is only one labeler available to label examples, ...
105
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ICDM
2006
IEEE
15 years 10 months ago
2006
IEEE
Under-sampling is a class-imbalance learning method which uses only a subset of major class examples and thus is very efficient. The main deficiency is that many major class exa...
129
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ICDM
2002
IEEE
15 years 9 months ago
2002
IEEE
We empirically evaluate the performance of various reinforcement learning methods in applications to sequential targeted marketing. In particular, we propose and evaluate a progre...
144
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IDEAL
2009
Springer
15 years 11 months ago
2009
Springer
Nowadays, there is a growing need for providing novel solutions to facilitate active learning in dependency environments. This paper present a multiagent architecture that incorpor...
146
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KDD
2002
ACM
16 years 4 months ago
2002
ACM
Multimedia Data Mining requires the ability to automatically analyze and understand the content. The Community of Multimedia Agents project (COMMA) is devoted to creating an open ...