7351 search results - page 1101 / 1471 » Machine Learning |
178
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SIGCSE
2006
ACM
16 years 21 days ago
2006
ACM
An undergraduate elective course in data mining provides a strong opportunity for students to learn research skills, practice data structures, and enhance their understanding of a...
179
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WWW
2005
ACM
16 years 9 days ago
2005
ACM
In recent years, many algorithms for the Web have been developed that work with information units distinct from individual web pages. These include segments of web pages or aggreg...
182
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COLT
2005
Springer
16 years 8 days ago
2005
Springer
We present two new methods for obtaining generalization error bounds in a semi-supervised setting. Both methods are based on approximating the disagreement probability of pairs of ...
199
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COLT
2005
Springer
16 years 8 days ago
2005
Springer
We discuss a simple sparse linear problem that is hard to learn with any algorithm that uses a linear combination of the training instances as its weight vector. The hardness holds...
188
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ECML
2005
Springer
16 years 8 days ago
2005
Springer
We study cost-sensitive learning of decision trees that incorporate both test costs and misclassification costs. In particular, we first propose a lazy decision tree learning that ...