305 search results - page 27 / 61 » Gene function prediction using labeled and unlabeled data |
84
Voted
BMCBI
2005
14 years 10 months ago
2005
Background: Transcription factor binding site (TFBS) prediction is a difficult problem, which requires a good scoring function to discriminate between real binding sites and backg...
BIBM
2008
IEEE
15 years 4 months ago
2008
IEEE
Even after an experimentally prepared gene expression data set has been pre-processed to account for variations in the microarray technology, there may be inconsistencies between ...
77
Voted
ICML
2006
IEEE
15 years 11 months ago
2006
IEEE
When given a small sample, we show that classification with SVM can be considerably enhanced by using a kernel function learned from the training data prior to discrimination. Thi...
107
Voted
BMCBI
2008
14 years 10 months ago
2008
Background: Microarray experiments measure changes in the expression of thousands of genes. The resulting lists of genes with changes in expression are then searched for biologica...
112
Voted
BMCBI
2006
14 years 10 months ago
2006
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...