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Predicting protein inter-residue contacts using composite likelihood maximization and deep learning (vol 20, 537, 2019) 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 5
作者:  Zhang, Haicang;  Zhang, Qi;  Ju, Fusong;  Zhu, Jianwei;  Gao, Yujuan;  Xie, Ziwei;  Deng, Minghua;  Sun, Shiwei;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:44/0  |  提交时间:2020/12/10
Predicting protein inter-residue contacts using composite likelihood maximization and deep learning 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 期号: 1, 页码: 11
作者:  Zhang, Haicang;  Zhang, Qi;  Ju, Fusong;  Zhu, Jianwei;  Gao, Yujuan;  Xie, Ziwei;  Deng, Minghua;  Sun, Shiwei;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:45/0  |  提交时间:2020/12/10
Residue-residue contacts prediction  Deep learning  Markov random fields  Composite likelihood maximization  
Improving residue-residue contact prediction via low-rank and sparse decomposition of residue correlation matrix 期刊论文
BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2016, 卷号: 472, 期号: 1, 页码: 217-222
作者:  Zhang, Haicang;  Gao, Yujuan;  Deng, Minghua;  Wang, Chao;  Zhu, Jianwei;  Li, Shuai Cheng;  Zheng, Wei-Mou;  Bu, Dongbo
收藏  |  浏览/下载:61/0  |  提交时间:2019/12/13
Protein contacts prediction  Correlation analysis  Background correlation removal  Low-rank and sparse matrix decomposition