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A multiway p-spectral clustering algorithm 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 164, 页码: 371-377
作者:  Ding, Shifei;  Cong, Lin;  Hu, Qiankun;  Jia, Hongjie;  Shi, Zhongzhi
收藏  |  浏览/下载:71/0  |  提交时间:2019/04/03
Graph cut criterion  Multi-class partition problem  Local scaling parameter  NJW algorithm  
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  
Unsupervised extreme learning machine with representational features 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2017, 卷号: 8, 期号: 2, 页码: 587-595
作者:  Ding, Shifei;  Zhang, Nan;  Zhang, Jian;  Xu, Xinzheng;  Shi, Zhongzhi
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/12
Data clustering  Extreme learning machine (ELM)  Extreme learning machine as an auto encoder (ELM-AE)  Unsupervised learning  
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  
Study on density peaks clustering based on k-nearest neighbors and principal component analysis 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 99, 页码: 135-145
作者:  Du, Mingjing;  Ding, Shifei;  Jia, Hongjie
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/13
Data clustering  Density peaks  k Nearest neighbors (KNN)  Principal component analysis (PCA)  
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:52/0  |  提交时间:2019/12/13
Spectral clustering  Cheeger cut  p-Laplacian  SNN  FOA