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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  
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  
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  
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  
Wavelet twin support vector machines based on glowworm swarm optimization 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 页码: 157-163
作者:  Ding, Shifei;  An, Yuexuan;  Zhang, Xiekai;  Wu, Fulin;  Xue, Yu
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/12
Twin support vector machine  Wavelet twin support vector machine  Parameter optimization  Glowworm swarm optimization  
A wavelet extreme learning machine 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2016, 卷号: 27, 期号: 4, 页码: 1033-1040
作者:  Ding, Shifei;  Zhang, Jian;  Xu, Xinzheng;  Zhang, Yanan
收藏  |  浏览/下载:38/0  |  提交时间:2019/12/13
Wavelet kernel function  Extreme learning machine  Wavelet-mix kernel function  Weighted method