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...

Full description

Bibliographic Details
Other Authors: Yang, Tao (Author)
Format: Dissertation
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.18795