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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  
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  
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:43/0  |  提交时间:2019/12/12
Multi-class classification  Twin support vector machine  Multiple birth support vector machine  Granular computing  
Research on Point-wise Gated Deep Networks 期刊论文
APPLIED SOFT COMPUTING, 2017, 卷号: 52, 页码: 1210-1221
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian;  Xue, Yu
收藏  |  浏览/下载:42/0  |  提交时间:2019/12/12
Restricted boltzmann machine  Deep Boltzmann machine  Deep belief network  Dropout  Weight uncertainty  Feature selection  
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  
An improved multiple birth support vector machine for pattern classification 期刊论文
NEUROCOMPUTING, 2017, 卷号: 225, 页码: 119-128
作者:  Zhang, Xiekai;  Ding, Shifei;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
Support vector machine  Twin support vector machine  Multiple birth support vector machine  Multi-class classification  Smoothing technique  
Weight Uncertainty in Boltzmann Machine 期刊论文
Cognitive Computation, 2016, 卷号: 8, 期号: 6, 页码: 1064-1073
作者:  Zhang, Jian;  Ding, Shifei;  Zhang, Nan;  Xue, Yu
收藏  |  浏览/下载:41/0  |  提交时间:2019/12/12
RBM  DBM  DBN  Weight uncertainty  
Multi layer ELM-RBF for multi-label learning 期刊论文
APPLIED SOFT COMPUTING, 2016, 卷号: 43, 页码: 535-545
作者:  Zhang, Nan;  Ding, Shifei;  Zhang, Jian
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/13
Multi-label learning  Extreme learning machine  Radial basis function  k-Means clustering  Extreme learning machine based auto encoder (ELM-AE)