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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Official URL: http://ebook30.com/science/biology-and-genetics/75548/genome-informatics-2008-proceedings-of-the-19th-international-conference-gold-coast-queensland-australia-1-3-december-2008-genome-informatics-series.html
[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|
|Deposited On:||24 Sep 2009 10:14|
|Last Modified:||16 Dec 2011 09:55|
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