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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:76/0  |  提交时间:2019/08/16
Clustering analysis  Density peaks clustering  Sensitivity of local density  Density-adaptive distance  
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:70/0  |  提交时间:2019/04/03
Graph cut criterion  Multi-class partition problem  Local scaling parameter  NJW algorithm  
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:68/0  |  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:41/0  |  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:65/0  |  提交时间:2019/12/16
Hyper surface classification  Clustering based on hyper surface  Minimum spanning tree  Clustering algorithm  Data mining  
An improved FCMBP fuzzy clustering method based on evolutionary programming 期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2011, 卷号: 61, 期号: 4, 页码: 1129-1144
作者:  Tan, Qing;  He, Qing;  Zhao, Weizhong;  Shi, Zhongzhi;  Lee, E. S.
收藏  |  浏览/下载:65/0  |  提交时间:2019/12/16
Fuzzy clustering  FCMBP fuzzy clustering  Optimal fuzzy equivalent matrix  Evolutionary programming  
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:37/0  |  提交时间:2019/12/16
Clustering validation  entropy  information-theoretic distance measures  K-means clustering  
An index and retrieval framework integrating perceptive features and semantics for multimedia databases 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2009, 卷号: 42, 期号: 2, 页码: 207-231
作者:  Shi, Zhiping;  He, Qing;  Shi, Zhongzhi
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/16
CBMR  High-dimensional index  Semantics  Relevance feedback