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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  
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  
A robust density peaks clustering algorithm using fuzzy neighborhood 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 卷号: 9, 期号: 7, 页码: 1131-1140
作者:  Du, Mingjing;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:47/0  |  提交时间:2019/12/10
Clustering analysis  Density peaks clustering  Fuzzy joint points  Fuzzy neighborhood relation  
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  
Self-adaptive kernel K-means algorithm based on the shuffled frog leaping algorithm 期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 3, 页码: 861-872
作者:  Fan, Shuyan;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/10
Kernel K-means  Shuffled frog leaping algorithm  Clustering validity index  Clustering analysis  
Extreme learning machine with kernel model based on deep learning 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2017, 卷号: 28, 期号: 8, 页码: 1975-1984
作者:  Ding, Shifei;  Guo, Lili;  Hou, Yanlu
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/12
Extreme learning machine (ELM)  Deep-learning (DL)  Convolutional neural network (CNN)  CKELM  
Combining weighted linear project analysis with orientation diffusion for fingerprint orientation field reconstruction 期刊论文
INFORMATION SCIENCES, 2017, 卷号: 396, 页码: 55-71
作者:  Bian, Weixin;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
Fingerprint orientation reconstruction  Weighted linear projection analysis  Quality assessment  Orientation diffusion  
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  
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