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An improved density peaks clustering algorithm with fast finding cluster centers 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2018, 卷号: 158, 页码: 65-74
作者:  Xu, Xiao;  Ding, Shifei;  Shi, Zhongzhi
收藏  |  浏览/下载:70/0  |  提交时间:2019/12/10
Density peaks clustering algorithm  Prescreening strategy  Large-scale data set  Decision graph  Computational complexity  
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  
CHSMST: a clustering algorithm based on hyper surface and minimum spanning tree 期刊论文
SOFT COMPUTING, 2011, 卷号: 15, 期号: 6, 页码: 1097-1103
作者:  He, Qing;  Zhao, Weizhong;  Shi, Zhongzhi
收藏  |  浏览/下载:66/0  |  提交时间:2019/12/16
Hyper surface classification  Clustering based on hyper surface  Minimum spanning tree  Clustering algorithm  Data mining  
Information-Theoretic Distance Measures for Clustering Validation: Generalization and Normalization 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2009, 卷号: 21, 期号: 9, 页码: 1249-1262
作者:  Luo, Ping;  Xiong, Hui;  Zhan, Guoxing;  Wu, Junjie;  Shi, Zhongzhi
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/16
Clustering validation  entropy  information-theoretic distance measures  K-means clustering