1148 search results - page 33 / 230 » Gene functional classification from heterogeneous data |
BMCBI
2005
13 years 9 months ago
2005
Background: A large number of papers have been published on analysis of microarray data with particular emphasis on normalization of data, detection of differentially expressed ge...
BMCBI
2008
13 years 10 months ago
2008
Background: The most renowned biological ontology, Gene Ontology (GO) is widely used for annotations of genes and gene products of different organisms. However, there are shortcom...
NIPS
2003
13 years 11 months ago
2003
We propose a functional mixture model for simultaneous clustering and alignment of sets of curves measured on a discrete time grid. The model is specifically tailored to gene exp...
JMLR
2010
13 years 4 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
2008
2008
Relating gene expression data on two-component systems to functional annotations in Escherichia coli
13 years 10 months ago
Background: Obtaining physiological insights from microarray experiments requires computational techniques that relate gene expression data to functional information. Traditionall...