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.
[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.
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|Item Type:||Conference or Workshop Item (Commonwealth Reporting Category E) (Paper)|
|Publisher:||Imperial College Press|
|Item Status:||Live Archive|
|Additional Information (displayed to public):||Permanent restricted access to paper due to publisher copyright restrictions.|
|Depositing User:||Dr Ji Zhang|
|Faculty / Department / School:||Historic - Faculty of Sciences - Department of Maths and Computing|
|Date Deposited:||24 Sep 2009 00:14|
|Last Modified:||20 Jul 2014 12:55|
|Uncontrolled Keywords:||microarray data, gene co-regulations, genetic algorithms|
|Fields of Research (FoR):||08 Information and Computing Sciences > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining|
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