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Spectral Learning Algorithm Reveals Propagation Capability of Complex Networks 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 12, 页码: 4253-4261
作者:  Xu, Shuang;  Wang, Pei;  Zhang, Chun-Xia;  Lu, Jinhu
收藏  |  浏览/下载：166/0  |  提交时间：2020/01/10
Complex network  important node  influential spreader  propagation capability  SpectralRank (SR)  
Associating lncRNAs with small molecules via bilevel optimization reveals cancer-related lncRNAs 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 12, 页码: 20
作者:  Wang, Yongcui;  Chen, Shilong;  Chen, Luonan;  Wang, Yong
收藏  |  浏览/下载：181/0  |  提交时间：2020/05/24
Global synchronization under PI/PD controllers in general complex networks with time-delay 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 12-22
作者:  Liu, Peng;  Gu, Haibo;  Kang, Yu;  Lu, Jinhu
收藏  |  浏览/下载：153/0  |  提交时间：2020/01/10
Global synchronization  Directed network  Time-delay  PID controller  Lyapunov method  
Joint feature screening for ultra-high-dimensional sparse additive hazards model by the sparsity-restricted pseudo-score estimator 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 5, 页码: 1007-1031
作者:  Chen, Xiaolin;  Liu, Yi;  Wang, Qihua
收藏  |  浏览/下载：194/0  |  提交时间：2020/01/10
Additive hazards model  Joint feature screening  Iterative hard-thresholding algorithm  Sure screening property  
Circular Trajectory Reconstruction Uncovers Cell-Cycle Progression and Regulatory Dynamics from Single-Cell Hi-C Maps 期刊论文
ADVANCED SCIENCE, 2019, 页码: 13
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：261/0  |  提交时间：2020/01/10
cell cycle  chromosomal architectures  circular trajectory  dynamic structures  single-cell Hi-C maps  
Applying Ricci flow to high dimensional manifold learning 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 9, 页码: 14
作者:  Li, Yangyang;  Lu, Ruqian
收藏  |  浏览/下载：156/0  |  提交时间：2020/01/10
manifold learning  Ricci flow  Ricci curvature  dimension reduction  curvature estimation  
On PID control for synchronization of complex dynamical network with delayed nodes 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2019, 卷号: 62, 期号: 8, 页码: 1412-1422
作者:  Gu HaiBo;  Lu JinHu;  Lin ZongLi
收藏  |  浏览/下载：166/0  |  提交时间：2020/01/10
synchronization  PID control  complex dynamical network  networked control system  delayed node  
Learning common and specific patterns from data of multiple interrelated biological scenarios with matrix factorization 期刊论文
NUCLEIC ACIDS RESEARCH, 2019, 卷号: 47, 期号: 13, 页码: 6606-6617
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：191/0  |  提交时间：2020/01/10
MSTD: an efficient method for detecting multi-scale topological domains from symmetric and asymmetric 3D genomic maps 期刊论文
NUCLEIC ACIDS RESEARCH, 2019, 卷号: 47, 期号: 11, 页码: 11
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：158/0  |  提交时间：2020/01/10
Simple tricks of convolutional neural network architectures improve DNA-protein binding prediction 期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 11, 页码: 1837-1843
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载：187/0  |  提交时间：2020/01/10