1006 search results - page 81 / 202 » A Case Study for Learning from Imbalanced Data Sets |
156
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
We empirically study the relationship between supervised and multiple instance (MI) learning. Algorithms to learn various concepts have been adapted to the MI representation. Howe...
175
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KCAP
2005
ACM
15 years 11 months ago
2005
ACM
The AutoFeed system automatically extracts data from semistructured web sites. Previously, researchers have developed two types of supervised learning approaches for extracting we...
138
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ICRA
1998
IEEE
15 years 10 months ago
1998
IEEE
The two-level fuzzy-lattice (2L-FL) learning scheme is introduced for application on an intelligent surgical (mechatronic) drill in the stapedotomy surgical procedure in the ear. ...
169
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ICASSP
2011
IEEE
14 years 9 months ago
2011
IEEE
In many machine learning applications, like Brain - Computer Interfaces (BCI), only high-dimensional noisy data are available rendering the discrimination task non-trivial. In thi...
146
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IJCV
2008
15 years 6 months ago
2008
We present a new data set encoding localized semantics for 1014 images and a methodology for using this kind of data for recognition evaluation. This methodology establishes protoc...