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Density peaks clustering using geodesic distances 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 8, 页码: 1335-1349
作者:  Du, Mingjing;  Ding, Shifei;  Xu, Xiao;  Xue, Yu
收藏  |  浏览/下载:55/0  |  提交时间:2019/12/10
Data clustering  Density peaks clustering  Geodesic distances  
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  
Approximate normalized cuts without Eigen-decomposition 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 374, 页码: 135-150
作者:  Jia, Hongjie;  Ding, Shifei;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/13
Normalized cut  Matrix trace  Weighted kernel k-means  Approximate kernel matrix