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科研机构
华南理工大学 [16]
河北大学 [4]
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会议论文 [12]
期刊论文 [7]
会议 [1]
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MLPNN Training via a Multiobjective Optimization of Training Error and Stochastic Sensitivity (EI收录SCI收录)
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 页码: 978-992
作者:
Yeung, Daniel S.[1]
;
Li, Jin-Cheng[1,2]
;
Ng, Wing W. Y.[1]
;
Chan, Patrick P. K.[1]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/24
Errors
Stochastic systems
Quantification of side-channel information leaks based on data complexity measures for web browsing (EI收录)
期刊论文
International Journal of Machine Learning and Cybernetics, 2015, 卷号: 6, 页码: 607-619
作者:
He, Zhi-Min[1]
;
Chan, Patrick P. K.[1]
;
Yeung, Daniel S.[1]
;
Pedrycz, Witold[2,3]
;
Ng, Wing W. Y.[1]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/25
Codes (symbols)
Complex networks
Social networking (online)
Web browsers
Websites
An improved differential evolution and its application to determining feature weights in similarity-based clustering
期刊论文
NEUROCOMPUTING, 2014, 卷号: 146, 期号: ,SI, 页码: 95-103
作者:
Dong, Chun-Ru[1]
;
Ng, Wing W. Y.[2]
;
Wang, Xi-Zhao[3]
;
Chan, Patrick P. K.[4]
;
Yeung, Daniel S.[5]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/21
Similarity-based clustering
Feature weighting
Differential evolution
Dynamic differential evolution
Differential evolution strategy
Hyper-parameter selection for sparse LS-SVM via minimization of its localized generalization error (EI收录SCI收录)
期刊论文
International Journal of Wavelets, Multiresolution and Information Processing, 2013, 卷号: 11, 页码: 1-1
作者:
Sun, Binbin[1]
;
Ng, Wing W. Y.[2]
;
Yeung, Daniel S.[2]
;
Chan, Patrick P. K.[2]
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/04/25
Information systems
Mathematical techniques
Feature selection using localized generalization error for supervised classification problems using RBFNN
期刊论文
PATTERN RECOGNITION, 2008, 卷号: 41, 期号: 12, 页码: 3706-3719
作者:
Ng, Wing W. Y.[1]
;
Yeung, Daniel S.[2]
;
Firth, Michael[3]
;
Tsang, Eric C. C.[4]
;
Wang, Xi-Zhao[5]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/31
feature selection
neural network
generalization error
RBFNN
Localized generalization error model and its application to architecture selection for radial basis function neural network
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 卷号: 18, 期号: 5, 页码: 1294-1305
作者:
Yeung, Daniel S.[1]
;
Ng, Wing W. Y.[2]
;
Wang, Defeng[3]
;
Tsang, Eric C. C.[4]
;
Wang, Xi-Zhao[5]
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/31
localized generalization error
network architecture selection
radial basis function neural network (RBFNN)
sensitivity measure
Localized generalization error of Gaussian-based classifiers and visualization of decision boundaries
期刊论文
SOFT COMPUTING, 2007, 卷号: 11, 期号: 4, 页码: 375-381
作者:
Ng, Wing W. Y.[1]
;
Yeung, Daniel S.[2]
;
Wang, Defeng[3]
;
Tsang, Eric C. C.[4]
;
Wang, Xi-Zhao[5]
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/31
generalization error
stochastic sensitivity measure
support vector machine with gaussian kernel
radial basis function neural network
support vector
most sensitive vector
decision boundary visualization
Pilot study on the localized generalization error model for single layer perceptron neural network (CPCI-S收录)
会议论文
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7
作者:
Ng, Wing W. Y.[1,2]
;
Yeung, Daniel S.[1,2]
;
Tsang, Eric C. C.[1,2]
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/04/18
single layer perceptron neural network
localized generalization error bound
Sphere classification for ambiguous data (CPCI-S收录)
会议论文
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7
作者:
Lin, Yi-Meng[1]
;
Wan, Xuan[1]
;
Ng, Wing W. Y.[1,2]
;
Chang, Qun[1]
;
Yeun, Daniel S.[1,2]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/18
Construction engineering decision support enabled by minimization of localized generalization error of RBFNN (CPCI-S收录)
会议论文
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7
作者:
Lu, Ming[1]
;
Ng, Wing W. Y.[2,3]
;
Yeung, Daniel S.[2,3]
;
Chan, Wah-Ho[1]
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2019/04/18
engineering
radial basis function
neural network modeling
generalization error bound
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