DocumentCode
2986939
Title
The Design of Fuzzy Classifier Based on Sugeno Type Fuzzy Complex-Value Integral
Author
Ma, Sheng-quan ; Chen, Fu-chuan ; Wang, Qiang ; Zhao, Zhi-qing
Author_Institution
Coll. of Inf. Sci. & Technol., Hainan Normal Univ., Haikou, China
fYear
2011
fDate
3-4 Dec. 2011
Firstpage
338
Lastpage
342
Abstract
In this paper, we first introduced the definition of the fuzzy complex value integral and sugeno type fuzzy complex value integral, and their basic properties were discussed. Secondly, applying them in classification problems as a new algorithm, and the details of application was studied. Finally the algorithm was validated by three examples, the results shows that this method has good classification effect.
Keywords
fuzzy set theory; Sugeno type fuzzy complex value integral; fuzzy classifier design; fuzzy set theory; Accuracy; Classification algorithms; Educational institutions; Extraterrestrial measurements; Iris recognition; Learning systems; Presses; Classifier; Fuzzy complex value integral; Fuzzy complex value measure; Sugeno fuzzy complex value integral;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location
Hainan
Print_ISBN
978-1-4577-2008-6
Type
conf
DOI
10.1109/CIS.2011.82
Filename
6128135
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