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Towards understanding residual and dilated dense neural networks via convolutional sparse coding 期刊论文
NATIONAL SCIENCE REVIEW, 2021, 卷号: 8, 期号: 3, 页码: 13
作者:  Zhang, Zhiyang;  Zhang, Shihua
收藏  |  浏览/下载:148/0  |  提交时间:2021/10/26
convolutional neural network  convolutional sparse coding  residual neural network  mixed-scale dense neural network  dilated convolution  dense connection  
Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载:159/0  |  提交时间:2021/04/26
Sparse SVD  low-rank matrix decomposition  group-sparse penalty  overlapping group-sparse penalty  coordinate descent method  alternating direction method of multipliers (ADMM)  data mining  
Edge-group sparse PCA for network-guided high dimensional data analysis 期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 20, 页码: 3479-3487
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载:189/0  |  提交时间:2019/01/11
Sparse Weighted Canonical Correlation Analysis 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2018, 卷号: 27, 期号: 3, 页码: 459-466
作者:  Min Wenwen;  Liu Juan;  Zhang Shihua
收藏  |  浏览/下载:165/0  |  提交时间:2018/07/30
Canonical correlation analysis (CCA)  Sparse canonical correlation analysis (SCCA)  Sparse weighted CCA (SWCCA)  Group LASSO regularized SWCCA  Multi-view SWCCA  
sparseweightedcanonicalcorrelationanalysis 期刊论文
chinesejournalofelectronics, 2018, 卷号: 27, 期号: 3, 页码: 459
作者:  Min Wenwen;  Liu Juan;  Zhang Shihua
收藏  |  浏览/下载:172/0  |  提交时间:2020/01/10
A novel computational framework for simultaneous integration of multiple types of genomic data to identify microRNA-gene regulatory modules 期刊论文
BIOINFORMATICS, 2011, 卷号: 27, 期号: 13, 页码: I401-I409
作者:  Zhang, Shihua;  Li, Qingjiao;  Liu, Juan;  Zhou, Xianghong Jasmine
收藏  |  浏览/下载:148/0  |  提交时间:2018/07/30
A fast mathematical programming procedure for simultaneous fitting of assembly components into cryoEM density maps 期刊论文
BIOINFORMATICS, 2010, 卷号: 26, 期号: 12, 页码: i261-i268
作者:  Zhang, Shihua;  Vasishtan, Daven;  Xu, Min;  Topf, Maya;  Alber, Frank
收藏  |  浏览/下载:120/0  |  提交时间:2018/07/30