151 search results - page 1 / 31 » Learning on the border: active learning in imbalanced data c... |
CIKM
2007
Springer
13 years 11 months ago
2007
Springer
TCBB
2011
12 years 11 months ago
2011
—In biomedical data, the imbalanced data problem occurs frequently and causes poor prediction performance for minority classes. It is because the trained classifiers are mostly d...
GCB
2003
Springer
13 years 10 months ago
2003
Springer
: Classification and prediction of protein structure has been a central research theme in structural bioinformatics. Due to the imbalanced distribution of proteins over multi SCOP ...
BIBM
2009
IEEE
13 years 10 months ago
2009
IEEE
HIS
2008
13 years 6 months ago
2008
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...