Machine Learning Methods for High-Dimensional Imbalanced Biomedical Data
abstract: Learning from high dimensional biomedical data attracts lots of attention recently. High dimensional biomedical data often suffer from the curse of dimensionality and have imbalanced class distributions. Both of these features of biomedical data, high dimensionality and imbalanced class di...
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Format: | Dissertation |
Language: | English |
Published: |
2013
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Online Access: | http://hdl.handle.net/2286/R.I.18795 |