417 search results - page 58 / 84 » Mixture modelling of gene expression data from microarray ex... |
BMCBI
2006
13 years 8 months ago
2006
Background: Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers such as...
EMO
2005
Springer
14 years 2 months ago
2005
Springer
With the invention of microarray technology, researchers are able to measure the expression levels of ten thousands of genes in parallel at various time points of a biological proc...
BMCBI
2011
13 years 3 months ago
2011
Background: Gene set enrichment testing has helped bridge the gap from an individual gene to a systems biology interpretation of microarray data. Although gene sets are defined a ...
BMCBI
2010
13 years 8 months ago
2010
Background: The availability of various "omics" datasets creates a prospect of performing the study of genomewide genetic regulatory networks. However, one of the major ...
JMLR
2010
13 years 3 months ago
2010
Machine learning methods that can use additional knowledge in their inference process are central to the development of integrative bioinformatics. Inclusion of background knowled...