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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:60/0  |  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;  Shi, Zhongzhi
收藏  |  浏览/下载:51/0  |  提交时间:2020/12/10
Restricted Boltzmann machines  Representational learning  Multi-view learning  Posterior consistency  Domain adaptation  
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:  Zhang, Nan;  Ding, Shifei;  Liao, Hongmei;  Jia, Weikuan
收藏  |  浏览/下载:76/0  |  提交时间:2019/08/16
Restricted boltzmann machines  Deep belief networks  Multi-view learning  Canonical correlation analysis  Multimodal learning  
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:74/0  |  提交时间:2019/12/10
Restricted Boltzmann machine  Conditional random field  Classification  Deep neural nets  
Research of stacked denoising sparse autoencoder 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 7, 页码: 2083-2100
作者:  Meng, Lingheng;  Ding, Shifei;  Zhang, Nan;  Zhang, Jian
收藏  |  浏览/下载:64/0  |  提交时间:2019/12/10
Autoencoder  Stacked autoencoders  Feature extraction  Unsupervised learning  Sparse coding  Deep learning  
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  
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:56/0  |  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:38/0  |  提交时间:2019/12/12
Extreme learning machine (ELM)  Deep-learning (DL)  Convolutional neural network (CNN)  CKELM