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A robust density peaks clustering algorithm using fuzzy neighborhood 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 7, 页码: 1131-1140
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/10
Clustering analysis  Density peaks clustering  Fuzzy joint points  Fuzzy neighborhood relation  
A semi-supervised approximate spectral clustering algorithm based on HMRF model 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 429, 页码: 215-228
作者:  Ding, Shifei;  Jia, Hongjie;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/10
Semi-supervised learning  Spectral clustering  HMRF model  Approximate weighted kernel k-means  Matrix trace  
Self-adaptive kernel K-means algorithm based on the shuffled frog leaping algorithm 期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 3, 页码: 861-872
作者:  Fan, Shuyan;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/10
Kernel K-means  Shuffled frog leaping algorithm  Clustering validity index  Clustering analysis  
Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction 期刊论文
INFORMATION SCIENCES, 2017, 卷号: 396, 页码: 55-71
作者:  Bian, Weixin;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
Fingerprint orientation reconstruction  Weighted linear projection analysis  Quality assessment  Orientation diffusion  
Research on Point-wise Gated Deep Networks 期刊论文
APPLIED SOFT COMPUTING, 2017, 卷号: 52, 页码: 1210-1221
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Xue, Yu
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/12
Restricted boltzmann machine  Deep Boltzmann machine  Deep belief network  Dropout  Weight uncertainty  Feature selection  
Wavelet twin support vector machines based on glowworm swarm optimization 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 页码: 157-163
作者:  Ding, Shifei;  An, Yuexuan;  Zhang, Xiekai;  Wu, Fulin;  Xue, Yu
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/12
Twin support vector machine  Wavelet twin support vector machine  Parameter optimization  Glowworm swarm optimization