Analysis of combined yeast cell cycle data by using the intergrated analysis program for DNA chip = DNA chip 통합분석 프로그램을 이용한 효모의 세포주기 유전자 발현 통합 데이터의 분석

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Title
Analysis of combined yeast cell cycle data by using the intergrated analysis program for DNA chip = DNA chip 통합분석 프로그램을 이용한 효모의 세포주기 유전자 발현 통합 데이터의 분석
Author(s)
Young Lyeol Yang; Cheol Goo Hur
Bibliographic Citation
Korean Journal of Biotechnology and Bioengineering, vol. 16, no. 6, pp. 538-546
Publication Year
2001
Abstract
An integrated data analysis program for DNA chip containing normalization, FOM analysis, various kinds of clustering methods, PCA, and SVD was applied to analyze combined yeast cell cycle data. This paper includes both comparisons of some clustering algorithms such as K-means, SOM and fuzzy c-means and their results. For further analysis, clustering results from the integrated analysis program was used for function assignments to each cluster and for motif analysis. These results show an integrated analysis view on DNA chip data.
Keyword
DNA chipespression profile analysisintegrated data analysis programfunction assignmentmotif analysisMatlab
ISSN
1225-7117
Publisher
Korea Soc-Assoc-Inst
Type
Article
Appears in Collections:
1. Journal Articles > Journal Articles
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