1951 search results - page 39 / 391 » Tests for gene clustering |
129
Voted
BMCBI
2006
15 years 19 days ago
2006
Background: The small sample sizes often used for microarray experiments result in poor estimates of variance if each gene is considered independently. Yet accurately estimating v...
117
Voted
BMCBI
2006
15 years 19 days ago
2006
Background: Non-negative matrix factorisation (NMF), a machine learning algorithm, has been applied to the analysis of microarray data. A key feature of NMF is the ability to iden...
91
Voted
BIBE
2007
IEEE
15 years 4 months ago
2007
IEEE
The recent development of microarray gene expression techniques have made it possible to offer phenotype classification of many diseases. However, in gene expression data analysis...
104
Voted
BMCBI
2010
15 years 21 days ago
2010
Background: Recent biological discoveries have shown that clustering large datasets is essential for better understanding biology in many areas. Spectral clustering in particular ...
103
Voted
BMCBI
2010
15 years 21 days ago
2010
Background: Feature gene extraction is a fundamental issue in microarray-based biomarker discovery. It is normally treated as an optimization problem of finding the best predictiv...