DocumentCode
3246967
Title
Research on information fusion model based on multi-clustering fuzzy neural networks
Author
Zhang, Tie-Jun ; Chen, Duo ; Liu Xiao-yue
Author_Institution
Dept. of Comput. Sci. & Technol., Tangshan Coll., Tangshan, China
fYear
2010
fDate
20-21 Oct. 2010
Firstpage
233
Lastpage
235
Abstract
Aiming at modeling of the complex and large industrial process, this paper proposes the multi-clustering based on the fusion of hierarchical clustering algorithm of field potential topology and fuzzy c-means clustering, on which the structure of fuzzy neural network model is determined. According to the membership degree calculated, the fuzzy neural network model has been configured based on the multi criteria information fusion and fuzzy technology. Simulation results verify the validity of the model, which has some reference value and significance on the coal mining.
Keywords
coal; fuzzy neural nets; mining; pattern clustering; sensor fusion; coal mining; field potential topology; fuzzy c-means clustering; information fusion model; multiclustering fuzzy neural networks; Educational institutions; fuzzy c-means clustering; fuzzy neural network; hierarchical clustering; information fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Knowledge Acquisition and Modeling (KAM), 2010 3rd International Symposium on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-8004-3
Type
conf
DOI
10.1109/KAM.2010.5646251
Filename
5646251
Link To Document