Zhang, Ji and Liu, Qing and Xu, Kai and de Souza, Paulo (2008) Gene specific co-regulation discovery from gene microarray data. In: 19th International Conference on Genome Informatics (GIW'08), 1-3 Dec 2008, Gold Coast, Australia.
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Abstract
[Abstract]: The problem of gene specific co-regulation discovery is to identify, for a particular gene of interest, called target gene, its strongly co-regulated genes and the condition subsets where such strong gene co-regulations are observed. In this paper, we propose an efficient method for finding gene-specific co-regulations using genetic algorithm (GA). Compared with the previous method, our method is anticipated to achieve a notably improved efficiency by using a number of performance boost strategies.
| Item Type: | Conference or Workshop Item (Commonwealth Reporting Category E) (Paper) |
|---|---|
| Additional Information: | Permanent restricted access to paper due to publisher copyright restrictions. |
| Uncontrolled Keywords: | microarray data, gene co-regulations, genetic algorithms |
| Fields of Research (FOR2008): | 08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining |
| Subjects: | 280000 Information, Computing and Communication Sciences |
| Socio-Economic Objective (SEO2008): | UNSPECIFIED |
| ID Code: | 5623 |
| Deposited By: | |
| Deposited On: | 24 Sep 2009 10:14 |
| Last Modified: | 16 Dec 2011 09:55 |
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