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BEMD image fusion based on PCNN and compressed sensing 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 20, 页码: 10045-10054
作者:  Ding, Shifei;  Du, Peng;  Zhao, Xingyu;  Zhu, Qiangbo;  Xue, Yu
收藏  |  浏览/下载:269/0  |  提交时间:2019/12/10
PCNN  Compressed sensing  BEMD  Image entropy  Image fusion  
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  
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:54/0  |  提交时间:2019/12/10
Data clustering  Density peaks clustering  Geodesic distances  
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:56/0  |  提交时间:2019/12/10
Cluster analysis  DPC algorithm  CLIQUE algorithm  DPCG algorithm  Operational efficiency  
Research and development of neural network ensembles: a survey 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2018, 卷号: 49, 期号: 4, 页码: 455-479
作者:  Li, Hui;  Wang, Xuesong;  Ding, Shifei
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/10
Artificial neural networks (ANNs)  Granular computing (GrC)  Neural network ensemble (NNE)  
A semi-supervised approximate spectral clustering algorithm based on HMRF model 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 429, 页码: 215-228
作者:  Ding, Shifei;  Jia, Hongjie;  Du, Mingjing;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/10
Semi-supervised learning  Spectral clustering  HMRF model  Approximate weighted kernel k-means  Matrix trace  
An overview on Restricted Boltzmann Machines 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1186-1199
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Xue, Yu
收藏  |  浏览/下载:53/0  |  提交时间:2019/12/10
Restricted Boltzmann Machine  Classification  Representational learning  Deep networks  
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:37/0  |  提交时间:2019/12/12
Extreme learning machine (ELM)  Deep-learning (DL)  Convolutional neural network (CNN)  CKELM  
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:42/0  |  提交时间:2019/12/12
Multi-class classification  Twin support vector machine  Multiple birth support vector machine  Granular computing