54 search results - page 4 / 11 » Biclustering of Gene Expression Data Based on Local Nearness |
105
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IDA
2006
Springer
14 years 11 months ago
2006
Springer
Clustering or co-clustering techniques have been proved useful in many application domains. A weakness of these techniques remains the poor support for grouping characterization. ...
APBC
2006
15 years 1 months ago
2006
109
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BMCBI
2006
14 years 11 months 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...
BMCBI
2006
14 years 11 months ago
2006
Background: The increasing availability of time-series expression data opens up new possibilities to study functional linkages of genes. Present methods used to infer functional l...
155
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RECOMB
2002
Springer
15 years 12 months ago
2002
Springer
This paper concerns the discovery of patterns in gene expression matrices, in which each element gives the expression level of a given gene in a given experiment. Most existing me...