Applying Grey Relational Analysis based on Difference Information Theory to Dimension Reduction

摘要：

In this paper, a novel dimension reduction approach with the application of grey relational analysis based on difference information theory is proposed. In this approach, dimension reduction process is performed based on the calculation of the similarity between each pair of dimensions with the application of grey relational analysis. The effectiveness and efficiency of the proposed approach is proved by the experiments on real-world datasets.

作者: Kun Guo Qishan Zhang

作者单位: Faculty of College of Mathematics and Computer Science, Fuzhou University, Fuzhou Fujian 350108, P.R School of Management, Fuzhou University, Fuzhou Fujian 350108, P.R. China

会议类型: 国际会议

会议名称: 2009 IEEE International Conference on Grey System and Intelligent Services(2009 IEEE灰色系统与服务科学国际会议)

会议地点: 南京

会议语种:英文

页码: 87-92

在线出版日期: 2009-10-20（万方平台首次上网日期，不代表论文的发表时间）