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author:

Chen, Shui-Li (Chen, Shui-Li.) [1] | Chen, Guo-Long (Chen, Guo-Long.) [2] | Niu, Yong-Li (Niu, Yong-Li.) [3] | Cai, Guo-Rong (Cai, Guo-Rong.) [4]

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EI

Abstract:

Fuzzy neural network, which is based on fuzzy theory and BP neural network, plays an important role in practical. But the difficulty is how to construct its structure model. In this paper, according to the hypostasis of hidden layer, a fuzzy neural network model based on fuzzy clustering is brought forward, in which features of the samples are extracted and output information is synthetically considered. And a satisfied result is reached in the application of oil-gas recognition in Tarim Oilfield. © 2008 IEEE.

Keyword:

Backpropagation Fuzzy clustering Fuzzy inference Fuzzy logic Fuzzy neural networks Intelligent systems Multilayer neural networks

Community:

  • [ 1 ] [Chen, Shui-Li]School of Science, Jimei University, Xiamen, Fjian Province, 361021, China
  • [ 2 ] [Chen, Guo-Long]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350002, China
  • [ 3 ] [Niu, Yong-Li]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350002, China
  • [ 4 ] [Cai, Guo-Rong]School of Science, Jimei University, Xiamen, Fjian Province, 361021, China

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Source :

Year: 2008

Page: 137-140

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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