DocumentCode
3411378
Title
Applying grey relational analysis to dimension reduction based on difference information theory
Author
Guo, Kun ; Zhang, Qishan
Author_Institution
Fac. of Coll. of Math. & Comput. Sci., Fuzhou Univ., Fuzhou, China
fYear
2009
fDate
10-12 Nov. 2009
Firstpage
87
Lastpage
92
Abstract
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.
Keywords
grey systems; information theory; difference information theory; dimension reduction; grey relational analysis; real-world datasets; Analysis of variance; Image analysis; Image processing; Information analysis; Information theory; Intelligent systems; Pattern analysis; Pattern recognition; Performance analysis; Principal component analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4914-9
Electronic_ISBN
978-1-4244-4916-3
Type
conf
DOI
10.1109/GSIS.2009.5408345
Filename
5408345
Link To Document