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A novel density peaks clustering with sensitivity of local density and density-adaptive metric 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 59, 期号: 2, 页码: 285-309
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu;  Shi, Zhongzhi
收藏  |  浏览/下载:77/0  |  提交时间:2019/08/16
Clustering analysis  Density peaks clustering  Sensitivity of local density  Density-adaptive distance  
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  
DPCG: an efficient density peaks clustering algorithm based on grid 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 5, 页码: 743-754
作者:  Xu, Xiao;  Ding, Shifei;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载:57/0  |  提交时间:2019/12/10
Cluster analysis  DPC algorithm  CLIQUE algorithm  DPCG algorithm  Operational efficiency  
Weighted linear loss multiple birth support vector machine based on information granulation for multi-class classification 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 页码: 32-46
作者:  Ding, Shifei;  Zhang, Xiekai;  An, Yuexuan;  Xue, Yu
收藏  |  浏览/下载:43/0  |  提交时间:2019/12/12
Multi-class classification  Twin support vector machine  Multiple birth support vector machine  Granular computing  
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  
An improved multiple birth support vector machine for pattern classification 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 页码: 119-128
作者:  Zhang, Xiekai;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
Support vector machine  Twin support vector machine  Multiple birth support vector machine  Multi-class classification  Smoothing technique  
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