Title :
Application of Rough Set and Fuzzy Neural Network in Information Handling
Author_Institution :
Sch. of Comput., Commun. Univ. of China, Beijing, China
Abstract :
In this paper, based on rough set, the design of fuzzy neural network is studied. The character of rough fuzzy neural network and other neural network are analyzed and compared. The validity of the rough fuzzy neural network can be verified in extracting sound quality parameters from the scene image. The rough fuzzy neural network has superiorities at the aspect of structure and convergence.
Keywords :
convergence; fuzzy neural nets; fuzzy set theory; rough set theory; virtual reality; convergence; fuzzy neural network; information handling; rough set; scene image; sound quality parameters; virtual reality; Artificial neural networks; Biological neural networks; Fuzzy neural networks; Fuzzy reasoning; Fuzzy set theory; Fuzzy systems; Humans; Neural networks; Set theory; Uncertainty; fuzzy theory; information handling; neural network; rough set;
Conference_Titel :
Networking and Digital Society, 2009. ICNDS '09. International Conference on
Conference_Location :
Guiyang, Guizhou
Print_ISBN :
978-0-7695-3635-4
DOI :
10.1109/ICNDS.2009.89
