99 search results - page 1 / 20 » Biological Cluster Validity Indices Based on the Gene Ontolo... |
IDA
2005
Springer
13 years 10 months ago
2005
Springer
With the invention of biotechnological high throughput methods like DNA microarrays and the analysis of the resulting huge amounts of biological data, clustering algorithms gain ne...
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
Based on the correlation between expression and ontologydriven gene similarity, we incorporate functional annotations into gene expression clustering validation. A probabilistic f...
IJDMB
2008
13 years 4 months ago
2008
: We propose an approach for quantifying the biological relatedness between gene products, based on their properties, and measure their similarities using exclusively statistical N...
BMCBI
2006
13 years 4 months ago
2006
Background: The biological interpretation of large-scale gene expression data is one of the paramount challenges in current bioinformatics. In particular, placing the results in t...
GFKL
2005
Springer
13 years 10 months ago
2005
Springer
Mixture models represent results of gene expression cluster analysis in a more natural way than ’hard’ partitions. This is also true for the representation of gene labels, such...