305 search results - page 21 / 61 » Gene function prediction using labeled and unlabeled data |
BMCBI
2008
14 years 10 months ago
2008
Background: The functional characterization of newly discovered proteins has been a challenge in the post-genomic era. Protein-protein interactions provide insights into the funct...
BMCBI
2008
14 years 10 months ago
2008
Background: Mining gene patterns that are common to multiple genomes is an important biological problem, which can lead us to novel biological insights. When family classification...
93
Voted
CVPR
2008
IEEE
16 years 4 days ago
2008
IEEE
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
BMCBI
2005
14 years 10 months ago
2005
Background: Molecular profiling generates abundance measurements for thousands of gene transcripts in biological samples such as normal and tumor tissues (data points). Given such...
ECML
2001
Springer
15 years 2 months ago
2001
Springer
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...