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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：71/0  |  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：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  
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  
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  
An optimizing BP neural network algorithm based on genetic algorithm 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2011, 卷号: 36, 期号: 2, 页码: 153-162
作者:  Ding, Shifei;  Su, Chunyang;  Yu, Junzhao
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/16
Genetic algorithm (GA)  BP neural network  Connection weight  UCI data  
Research on a principal components decision algorithm based on information entropy 期刊论文
JOURNAL OF INFORMATION SCIENCE, 2009, 卷号: 35, 期号: 1, 页码: 120-127
作者:  Ding, Shifei;  Zhang, Yongping;  Lei, Xiaofeng;  Xu, Xinzheng;  Wang, Xin;  Wang, Li;  He, Qing
收藏  |  浏览/下载：44/0  |  提交时间：2019/12/16
algorithm  information entropy  land quality  objective entropy weight  principal component decision