A novel discretization method for processing digital gene expression profiles

摘要：

　　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.

作者: Jibin Qu Jinxia Zhang Chenyang Huang Baogui Xie Yong Wang Xiang-Sun Zhang

作者单位: Institute of AgriculturalResources and Regional Planning,Chinese Academy of Agricultural Sciences.Be Mycological Research centerof Fujian Agriculturaland Forestry University.Fuzhou Fujian 350002, China Institute of Applied Mathematics,Academy of Mathematicsand Systems Science,Chinese Academy of Scienc

会议类型: 国际会议

会议名称: 7th International Conference on Systems Biology(第7届计算系统生物学国际研讨会)(ISB2013)

会议地点: 安徽黄山

会议语种:英文

页码: 134-138

在线出版日期: 2013-08-22（万方平台首次上网日期，不代表论文的发表时间）