99 search results - page 4 / 20 » A Hybrid Re-sampling Method for SVM Learning from Imbalanced... |
MICAI
2007
Springer
13 years 12 months ago
2007
Springer
A problem of supervised approaches for text classification is that they commonly require high-quality training data to construct an accurate classifier. Unfortunately, in many real...
SDM
2008
SIAM
13 years 7 months ago
2008
SIAM
Imbalanced class problems appear in many real applications of classification learning. We propose a novel sampling method to improve bagging for data sets with skewed class distri...
CVPR
2008
IEEE
14 years 7 months ago
2008
IEEE
Systematic content screening of cell phenotypes in microscopic images has been shown promising in gene function understanding and drug design. However, manual annotation of cells ...
KELSI
2004
Springer
13 years 11 months ago
2004
Springer
There is an overwhelming increase in submissions to genomic databases, posing a problem for database maintenance, especially regarding annotation of fields left blank during submi...
ICNC
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. In recent years, support vector machines (SVMs) have become a popular tool for pattern recognition and machine learning. Training a SVM involves solving a constrained qua...