3949 search results - page 236 / 790 » Machine Learning and Data Mining |
96
Voted
ICALT
2009
IEEE
15 years 7 months ago
2009
IEEE
Modern teaching tools, such as educational robotics, require new learning environments. The teacher especially needs to be supported in novel ways. Conflative learning environment...
123
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Classifier learning methods commonly assume that the training data consist of randomly drawn examples from the same distribution as the test examples about which the learned model...
125
Voted
SDM
2010
SIAM
15 years 5 months ago
2010
SIAM
Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...
120
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ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
Ensemble learning aims to improve generalization ability by using multiple base learners. It is well-known that to construct a good ensemble, the base learners should be accurate a...
140
Voted
KDD
2007
ACM
16 years 4 months ago
2007
ACM
In many data mining applications, online labeling feedback is only available for examples which were predicted to belong to the positive class. Such applications include spam filt...