Presentation | 2003/6/19 Operon Prediction by DNA microarray : an Approach with a Bayesian Hierarchical Model Hitoshi SHIMIZU, Shigeyuki OBA, Shin ISHII, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | An operon is a transcriptional unit in prokaryotes. Genes belonging to a single operon often exhibit related biological functions to each other. Therefore prediction of operon structure is beneficial for prediction of biological functions of genes. We have developed a method that predicts the operon structure using DNA microarray data. Our method is based on a Bayesian hierarchical model. As a consequence, our method has shown higher prediction performance than a conventional method based on a correlation analysis. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | DNA microarray / operon / Bayesian hierarchical model |
Paper # | PRMU2003-30 |
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Committee | PRMU |
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Conference Date | 2003/6/19(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Pattern Recognition and Media Understanding (PRMU) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Operon Prediction by DNA microarray : an Approach with a Bayesian Hierarchical Model |
Sub Title (in English) | |
Keyword(1) | DNA microarray |
Keyword(2) | operon |
Keyword(3) | Bayesian hierarchical model |
1st Author's Name | Hitoshi SHIMIZU |
1st Author's Affiliation | Nara Institute of Science and Technology() |
2nd Author's Name | Shigeyuki OBA |
2nd Author's Affiliation | Nara Institute of Science and Technology |
3rd Author's Name | Shin ISHII |
3rd Author's Affiliation | Nara Institute of Science and Technology |
Date | 2003/6/19 |
Paper # | PRMU2003-30 |
Volume (vol) | vol.103 |
Number (no) | 150 |
Page | pp.pp.- |
#Pages | 6 |
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