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Analyzing Gene Expression Data Based on Rough Self-organizing Maps
粗糙自组织映射在基因表达数据分析中的应用

Keywords: Rough set,SOM,Gene expression data
Roughset
,自组织映射网络,基因表达数据

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Abstract:

This paper presents an approach using rough set and Boolean reasoning discretization-reduction to improve the rough self-organizing maps,and using it to analyzz gene expression data. This approach can improve the convergence time and obtain the best map scale. We have tested the RSOM on the yeast data set,obtained better map quality and classification result.

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