2440 search results - page 49 / 488 » Learn .MT: A New Approach to Incremental Learning |
163
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ECML
2007
Springer
16 years 10 days ago
2007
Springer
L1 regularization is effective for feature selection, but the resulting optimization is challenging due to the non-differentiability of the 1-norm. In this paper we compare state...
149
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ECTEL
2007
Springer
16 years 10 days ago
2007
Springer
As metadata is often not sufficiently provided by authors of Learning Resources, automatic metadata generation methods are used to create metadata afterwards. One kind of metadata ...
139
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ISMDA
2003
Springer
15 years 11 months ago
2003
Springer
Knowledge acquisition and maintenance in medical domains with a large application domain ontology is a difficult task. To reduce knowledge elicitation costs, semi-automatic learni...
171
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ICCV
2011
IEEE
14 years 6 months ago
2011
IEEE
Adapting the classifier trained on a source domain to recognize instances from a new target domain is an important problem that is receiving recent attention. In this paper, we p...
171
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IJCAI
2007
15 years 7 months ago
2007
Evaluation measures play an important role in machine learning because they are used not only to compare different learning algorithms, but also often as goals to optimize in cons...