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An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:  Jia, Hongjie;  Wang, Liangjun;  Song, Heping;  Mao, Qirong;  Ding, Shifei
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
Spectral clustering  Nystrom approximation  Incomplete Cholesky decomposition  Large data set  
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:48/0  |  提交时间:2019/12/10
Semi-supervised learning  Spectral clustering  HMRF model  Approximate weighted kernel k-means  Matrix trace  
Self-Tuning p-Spectral Clustering Based on Shared Nearest Neighbors 期刊论文
COGNITIVE COMPUTATION, 2015, 卷号: 7, 期号: 5, 页码: 622-632
作者:  Jia, Hongjie;  Ding, Shifei;  Du, Mingjing
收藏  |  浏览/下载:58/0  |  提交时间:2019/12/13
Spectral clustering  Cheeger cut  p-Laplacian  SNN  FOA  
On defining affinity graph for spectral clustering through ranking on manifolds 期刊论文
NEUROCOMPUTING, 2009, 卷号: 72, 期号: 13-15, 页码: 3203-3211
作者:  Xia, Tian;  Cao, Juan;  Zhang, Yong-dong;  Li, Jin-tao
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/16
Affinity graph  Spectral clustering  Ranking on manifolds