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An efficient Nystrom spectral clustering algorithm using incomplete Cholesky decomposition
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:
Jia, Hongjie
;
Wang, Liangjun
;
Song, Heping
;
Mao, Qirong
;
Ding, Shifei
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/12/01
Spectral clustering
Nystrom approximation
Incomplete Cholesky decomposition
Large data set
Robust spike-and-slab deep Boltzmann machines for face denoising
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 7, 页码: 2815-2827
作者:
Zhang, Nan
;
Ding, Shifei
;
Zhang, Jian
;
Zhao, Xingyu
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/12/10
Restricted Boltzmann machine
Deep Boltzmann machine
Unsupervised learning
Denoising
Multi-view RBM with posterior consistency and domain adaptation
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 516, 页码: 142-157
作者:
Zhang, Nan
;
Ding, Shifei
;
Sun, Tongfeng
;
Liao, Hongmei
;
Wang, Lijuan
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  |  
浏览/下载:14/0
  |  
提交时间:2020/12/10
Restricted Boltzmann machines
Representational learning
Multi-view learning
Posterior consistency
Domain adaptation
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
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  |  
浏览/下载:70/0
  |  
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:
Shi, Zhongzhi
;
Du, Mingjing
;
Ding, Shifei
;
Xue, Yu
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  |  
浏览/下载:51/0
  |  
提交时间:2019/08/16
Clustering analysis
Density peaks clustering
Sensitivity of local density
Density-adaptive distance
Multimodal correlation deep belief networks for multi-view classification
期刊论文
APPLIED INTELLIGENCE, 2019, 卷号: 49, 期号: 5, 页码: 1925-1936
作者:
Liao, Hongmei
;
Jia, Weikuan
;
Zhang, Nan
;
Ding, Shifei
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  |  
浏览/下载:44/0
  |  
提交时间:2019/08/16
Restricted boltzmann machines
Deep belief networks
Multi-view learning
Canonical correlation analysis
Multimodal learning
A multiway p-spectral clustering algorithm
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 164, 页码: 371-377
作者:
Cong, Lin
;
Ding, Shifei
;
Shi, Zhongzhi
;
Jia, Hongjie
;
Hu, Qiankun
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2019/04/03
Graph cut criterion
Multi-class partition problem
Local scaling parameter
NJW algorithm
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[1]
;
Cong, Lin[2]
;
Hu, Qiankun[3]
;
Jia, Hongjie[4]
;
Shi, Zhongzhi[5]
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2019/12/24
Graph cut criterion
Multi-class partition problem
Local scaling parameter
NJW algorithm
An overview on probability undirected graphs and their applications in image processing
期刊论文
NEUROCOMPUTING, 2018, 卷号: 321, 页码: 156-168
作者:
Zhang, Jian
;
Ding, Shifei
;
Zhang, Nan
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2019/12/10
Restricted Boltzmann machine
Conditional random field
Classification
Deep neural nets
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:32/0
  |  
提交时间:2019/12/10
Density peaks clustering algorithm
Prescreening strategy
Large-scale data set
Decision graph
Computational complexity
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