133 search results - page 1 / 27 » Ensemble Based Data Fusion for Gene Function Prediction |
MCS
2009
Springer
14 years 5 months ago
2009
Springer
The availability of an ever increasing amount of data sources due to recent advances in high throughput biotechnologies opens unprecedented opportunities for genome-wide gene funct...
IJON
2010
13 years 8 months ago
2010
Several solutions have been proposed to exploit the availability of heterogeneous sources of biomolecular data for gene function prediction, but few attention has been dedicated t...
JMLR
2010
13 years 5 months ago
2010
In this work we propose new ensemble methods for the hierarchical classification of gene functions. Our methods exploit the hierarchical relationships between the classes in diffe...
BMCBI
2010
13 years 11 months ago
2010
Background: S. cerevisiae, A. thaliana and M. musculus are well-studied organisms in biology and the sequencing of their genomes was completed many years ago. It is still a challe...
CSB
2002
IEEE
14 years 3 months ago
2002
IEEE
Assigning functions to novel proteins is one of the most important problems in the post-genomic era. Several approaches have been applied to this problem, including analyzing gene...