1148 search results - page 42 / 230 » Gene functional classification from heterogeneous data |
BMCBI
2010
13 years 10 months ago
2010
Background: An important objective of DNA microarray-based gene expression experimentation is determining interrelationships that exist between differentially expressed genes and ...
BMCBI
2010
2010
Identifying common prognostic factors in genomic cancer studies: A novel index for censored outcomes
13 years 10 months ago
Background: With the growing number of public repositories for high-throughput genomic data, it is of great interest to combine the results produced by independent research groups...
ICMLA
2008
13 years 11 months ago
2008
When using machine learning for in silico modeling, the goal is normally to obtain highly accurate predictive models. Often, however, models should also bring insights into intere...
RECOMB
2004
Springer
14 years 10 months ago
2004
Springer
We present a novel classification-based algorithm called GeneClass for learning to predict gene regulatory response. Our approach is motivated by the hypothesis that in simple orga...
MTA
2007
13 years 9 months ago
2007
There are numerous applications where there is a need to rapidly infer a story about a given subject from a given set of potentially heterogeneous data sources. In this paper, we f...