中国科学院机构知识库网格
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Research on optimizing of water conservancy project based on fuzzy iteration clustering EI期刊论文  OAI收割
2012
作者:  
Pei Liang
收藏  |  浏览/下载:21/0  |  提交时间:2014/12/31
A hybrid immune model for unsupervised structural damage pattern recognition 期刊论文  OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 卷号: 38, 期号: 3, 页码: 1650-1658
作者:  
Chen B(陈波);  Zang CZ(臧传治)
收藏  |  浏览/下载:32/0  |  提交时间:2012/05/29
A new early stopping algorithm for improving neural network generalization (EI CONFERENCE) 会议论文  OAI收割
2009 2nd International Conference on Intelligent Computing Technology and Automation, ICICTA 2009, October 10, 2009 - October 11, 2009, Changsha, Hunan, China
作者:  
Liu J.-G.;  Wu X.-X.
收藏  |  浏览/下载:23/0  |  提交时间:2013/03/25
As generalization ability of neural network was restricted by overfitting problem in the network's training. Early stopping algorithm based on fuzzy clustering was put forward to solve this problem in this paper. Subtractive clustering and Fuzzy C-Means clustering (FCM) were combined to realize optimal division of training set  validation set and test set. How to realize this algorithm in backpropagation (BP) network by utilizing neural network toolbox and fuzzy logic toolbox in MATLAB was dwelled on. Early stopping algorithm based on fuzzy clustering and other early stopping algorithms were applied in function approximation and pattern recognition problems in validation experiments. Experiments results indicate that early stopping algorithm based on fuzzy clustering has higher precision in comparison to other early stopping algorithms. Outputs of training set  validation set and test set are more accordant. 2009 IEEE.  
A new fuzzy support vector machine based on the weighted margin 期刊论文  OAI收割
NEURAL PROCESSING LETTERS, 2004, 卷号: 20, 期号: 3, 页码: 139-150
作者:  
Qing, T;  Jue, W
收藏  |  浏览/下载:17/0  |  提交时间:2015/11/06
中国手语单手词汇识别方法和技术研究 学位论文  OAI收割
工学博士, 中国科学院自动化研究所: 中国科学院研究生院, 2003
作者:  
邹伟
收藏  |  浏览/下载:88/0  |  提交时间:2015/09/02
Diagnosing corrosion modality system of metallic material in seawater based on fuzzy pattern recognition 期刊论文  OAI收割
ACTA METALLURGICA SINICA, 2001, 卷号: 37, 期号: 5, 页码: 517-521
作者:  
Wang, SY;  Kong, DY;  Song, SZ
  |  收藏  |  浏览/下载:7/0  |  提交时间:2021/02/02
Diagnosing corrosion modality system of metallic material in seawater based on fuzzy pattern recognition 期刊论文  OAI收割
ACTA METALLURGICA SINICA, 2001, 卷号: 37, 期号: 5, 页码: 517-521
作者:  
Wang, SY;  Kong, DY;  Song, SZ
  |  收藏  |  浏览/下载:21/0  |  提交时间:2021/02/02