Spectral analysis of microarray gene expression time series data of Plasmodium falciparum
نویسندگان
چکیده
منابع مشابه
Spectral analysis of microarray gene expression time series data of Plasmodium falciparum
We propose a new strategy to analyse the periodicity of gene expression profiles using Singular Spectrum Analysis (SSA) and Autoregressive (AR) model based spectral estimation. By combining the advantages of SSA and AR modelling, more periodic genes are extracted in the Plasmodium falciparum data set, compared with the classical Fourier analysis technique. We are able to identify more gene targ...
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Spectral analysis of DNA microarray gene expressions time series data is important for understanding the regulation of gene expression and gene function of the Plasmodium falciparum in the intraerythrocytic developmental cycle. In this paper, we propose a new strategy to analyze the cell cycle regulation of gene expression profiles based on the combination of singular spectrum analysis (SSA) an...
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ژورنال
عنوان ژورنال: International Journal of Bioinformatics Research and Applications
سال: 2008
ISSN: 1744-5485,1744-5493
DOI: 10.1504/ijbra.2008.019579