DocumentCode
566946
Title
The key theorem of statistical learning theory based on rough fuzzy number
Author
Bai, Yun-Chao ; Jing, Zhao
Author_Institution
Coll. of Econ., Hebei Univ., Baoding, China
Volume
1
fYear
2012
fDate
25-27 May 2012
Firstpage
527
Lastpage
530
Abstract
In this paper, we give some new concepts of rough fuzzy expected risk functional, rough fuzzy empirical risk functional and rough fuzzy empirical risk minimization principal based on rough fuzzy number. At last, we give and prove the key theorem based on rough fuzzy number, which plays an important role in the statistical learning theory.
Keywords
fuzzy set theory; minimisation; rough set theory; statistical analysis; rough fuzzy empirical risk functional; rough fuzzy empirical risk minimization principal; rough fuzzy expected risk functional; rough fuzzy number; statistical learning theory; Convergence; Educational institutions; Measurement; Radio frequency; Risk management; Statistical learning; key theorem; rough fuzzy empirical risk minimization principal; rough fuzzy number;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location
Zhangjiajie
Print_ISBN
978-1-4673-0088-9
Type
conf
DOI
10.1109/CSAE.2012.6272652
Filename
6272652
Link To Document