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178
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BIBE
2007
IEEE
16 years 1 months ago
2007
IEEE
Abstract—Recent improvements in high-throughput genotyping technology make possible genome-wide association studies and status prediction (classification) for common complex dis...
181
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BIBE
2005
IEEE
16 years 9 days ago
2005
IEEE
Selecting informative genes from microarray experiments is one of the most important data analysis steps for deciphering biological information imbedded in such experiments. Howev...
215
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CSB
2005
IEEE
16 years 9 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 ...
156
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CSB
2005
IEEE
16 years 9 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 ...
198
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CSB
2005
IEEE
16 years 9 days ago
2005
IEEE
Scientists face an ever-increasing challenge in investigating biological systems with high throughput experimental methods such as mass spectrometry and gene arrays because of the...