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232
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CSB
2005
IEEE
16 years 18 days ago
2005
IEEE
We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...
172
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CSB
2005
IEEE
16 years 18 days ago
2005
IEEE
A good number of biclustering algorithms have been proposed for grouping gene expression data. Many of them have adopted matrix norms to define the similarity score of a bicluste...
141
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CSB
2005
IEEE
16 years 18 days ago
2005
IEEE
Usually, the functionality of a module of co-expressed genes is derived from enrichment within the module of a particular gene annotation category. The systematic setup of the che...
166
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CSB
2005
IEEE
16 years 18 days ago
2005
IEEE
We have previously developed a method [1] for the inverse design of small ligands. This method can be used to design novel compounds with optimized properties (such as drugs) and ...
193
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CSB
2005
IEEE
16 years 18 days ago
2005
IEEE
Perhaps the most common question that a microarray study can ask is, “Between two given biological conditions, which genes exhibit changed expression levels?” Existing methods...