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
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;
Conference_Titel :
Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
Conference_Location :
Hainan
Print_ISBN :
978-1-4577-2008-6
DOI :
10.1109/CIS.2011.82
