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A novel density peaks clustering algorithm for mixed data 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 97, 页码: 46-53
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
Data clustering  Density peaks  Entropy  Mixed data  
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