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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  
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  
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  
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  
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  
An optimized classification algorithm by BP neural network based on PLS and HCA 期刊论文
APPLIED INTELLIGENCE, 2015, 卷号: 43, 期号: 1, 页码: 176-191
作者:  Jia, Weikuan;  Zhao, Dean;  Shen, Tian;  Ding, Shifei;  Zhao, Yuyan;  Hu, Chanli
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/13
Partial least squares  Hierarchical cluster analysis  BP neural network  PLS-HCA-BP classification algorithm  
Research of neural network algorithm based on factor analysis and cluster analysis 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2011, 卷号: 20, 期号: 2, 页码: 297-302
作者:  Ding, Shifei;  Jia, Weikuan;  Su, Chunyang;  Zhang, Liwen;  Liu, Lili
收藏  |  浏览/下载：69/0  |  提交时间：2019/12/16
Artificial neural network (ANN)  Factor analysis (FA)  Cluster analysis (CA)  FA-CA-BP network