DocumentCode
3403353
Title
A novel discretization method for processing digital gene expression profiles
Author
Jibin Qu ; Jinxia Zhang ; Chenyang Huang ; Baogui Xie ; Yong Wang ; Xiang-Sun Zhang
Author_Institution
Inst. of Agric. Resources & Regional Planning, Chinese Acad. of Agric. Sci., Beijing, China
fYear
2013
fDate
23-25 Aug. 2013
Firstpage
134
Lastpage
138
Abstract
Discretization serves as an important preprocessing step for analyzing gene expression data and many algorithms have been proposed. However, most of the discretization methods were designed for microarrays. As a new technology, digital gene expression (DGE) profiles can overcome the limitation of microarrays and were applied in a widely range. In this paper, we proposed a novel discretization method for DGE data and the validations in a time-series gene expression dataset proved the efficiency of our method.
Keywords
RNA; data analysis; genetics; molecular biophysics; molecular configurations; time series; RNA sequences; digital gene expression profile processing; gene expression data analysis; microarrays; novel discretization method; time-series gene expression dataset; Bioinformatics; Fitting; Genomics; Indexes;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems Biology (ISB), 2013 7th International Conference on
Conference_Location
Huangshan
ISSN
2325-0704
Type
conf
DOI
10.1109/ISB.2013.6623808
Filename
6623808
Link To Document