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DeepDigest: Prediction of Protein Proteolytic Digestion with Deep Learning 期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 15, 页码: 6094-6103
作者:  Yang, Jinghan;  Gao, Zhiqiang;  Ren, Xiuhan;  Sheng, Jie;  Xu, Ping;  Chang, Cheng;  Fu, Yan
收藏  |  浏览/下载：146/0  |  提交时间：2021/10/26
RWHMDA: Random Walk on Hypergraph for Microbe-Disease Association Prediction 期刊论文
FRONTIERS IN MICROBIOLOGY, 2019, 卷号: 10, 页码: 10
作者:  Niu, Ya-Wei;  Qu, Cun-Quan;  Wang, Guang-Hui;  Yan, Gui-Ying
收藏  |  浏览/下载：264/0  |  提交时间：2020/01/10
hypergraph  random walk  microbe  human diseases  association prediction  
AP3: An Advanced Proteotypic Peptide Predictor for Targeted Proteomics by Incorporating Peptide Digestibility 期刊论文
ANALYTICAL CHEMISTRY, 2019, 卷号: 91, 期号: 13, 页码: 8705-8711
作者:  Gao, Zhiqiang;  Chang, Cheng;  Yang, Jinghan;  Zhu, Yunping;  Fu, Yan
收藏  |  浏览/下载：195/0  |  提交时间：2020/01/10
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
作者:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：232/0  |  提交时间：2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
Improve efficiency and reduce bias of Cox regression models for two-stage randomization designs using auxiliary covariates 期刊论文
STATISTICS IN MEDICINE, 2017, 卷号: 36, 期号: 11, 页码: 1683-1695
作者:  Yang, Xue;  Zhou, Yong
收藏  |  浏览/下载：120/0  |  提交时间：2018/07/30
two-stage randomization design  inverse probability weighting  Cox regression  covariate adjustment  semiparametric theory  projection theorem  
Rotated Sphere Packing Designs 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2017, 卷号: 112, 期号: 520, 页码: 1612-1622
作者:  He, Xu
收藏  |  浏览/下载：106/0  |  提交时间：2018/07/30
Experimental design  Lattice  Low discrepancy  Maximin distance design  Minimax distance design  
Page importance computation based on Markov processes 期刊论文
INFORMATION RETRIEVAL, 2011, 卷号: 14, 期号: 5, 页码: 488-514
作者:  Gao, Bin;  Liu, Tie-Yan;  Liu, Yuting;  Wang, Taifeng;  Ma, Zhi-Ming;  Li, Hang
收藏  |  浏览/下载：204/0  |  提交时间：2018/07/30
Page importance  PageRank  BrowseRank  Web Markov skeleton process  Mirror semi-Markov process  
Rigorous assessment and integration of the sequence and structure based features to predict hot spots 期刊论文
BMC BIOINFORMATICS, 2011, 卷号: 12, 页码: 14
作者:  Chen, Ruoying;  Chen, Wenjing;  Yang, Sixiao;  Wu, Di;  Wang, Yong;  Tian, Yingjie;  Shi, Yong
收藏  |  浏览/下载：127/0  |  提交时间：2018/07/30
Two-stage flux balance analysis of metabolic networks for drug target identification 期刊论文
BMC SYSTEMS BIOLOGY, 2011, 卷号: 5, 页码: 11
作者:  Li, Zhenping;  Wang, Rui-Sheng;  Zhang, Xiang-Sun
收藏  |  浏览/下载：123/0  |  提交时间：2018/07/30
Computationally Probing Drug-Protein Interactions Via Support Vector Machine 期刊论文
LETTERS IN DRUG DESIGN & DISCOVERY, 2010, 卷号: 7, 期号: 5, 页码: 370-378
作者:  Wang, Yong-Cui;  Yang, Zhi-Xia;  Wang, Yong;  Deng, Nai-Yang
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
Drug-target interaction  Chemical structure  Protein sequence  Imbalance problem  Support vector machine