2712 search results - page 188 / 543 » On learning algorithm selection for classification |
162
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ICML
2002
IEEE
16 years 7 months ago
2002
IEEE
Multi-view algorithms reduce the amount of required training data by partitioning the domain features into separate subsets or views that are sufficient to learn the target concep...
168
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GECCO
2009
Springer
15 years 11 months ago
2009
Springer
Radiologists disagree with each other over the characteristics and features of what constitutes a normal mammogram and the terminology to use in the associated radiology report. R...
191
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ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
215
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ACML
2009
Springer
15 years 11 months ago
2009
Springer
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
241
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ACMICEC
2007
ACM
15 years 10 months ago
2007
ACM
Accurate prediction of customer preferences on products is the key to any recommender systems to realize its promised strategic values such as improved customer satisfaction and t...