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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  
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  
Research of multi-sided multi-granular neural network ensemble optimization method 期刊论文
NEUROCOMPUTING, 2016, 卷号: 197, 页码: 78-85
作者:  Li, Hui;  Wang, Xuesong;  Ding, Shifei
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/13
Neural network ensemble(NNE)  Multi-sided attribute granularity  Feature selection  
Denoising Laplacian multi-layer extreme learning machine 期刊论文
NEUROCOMPUTING, 2016, 卷号: 171, 页码: 1066-1074
作者:  Zhang, Nan;  Ding, Shifei;  Shi, Zhongzhi
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/13
Extreme learning machine  Semi-supervised learning  Deep learning  Denoising  Manifold regularization