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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：199/0  |  提交时间：2019/01/11
Fast imaging of scattering obstacles from phaseless far-field measurements at a fixed frequency 期刊论文
INVERSE PROBLEMS, 2018, 卷号: 34, 期号: 10, 页码: 24
作者:  Zhang, Bo;  Zhang, Haiwen
收藏  |  浏览/下载：199/0  |  提交时间：2018/10/07
inverse scattering  Helmholtz equation  phaseless far-field data  direct imaging method  
Inference of multiple-wave admixtures by length distribution of ancestral tracks 期刊论文
HEREDITY, 2018, 卷号: 121, 期号: 1, 页码: 52-63
作者:  Ni, Xumin;  Yuan, Kai;  Yang, Xiong;  Feng, Qidi;  Guo, Wei;  Ma, Zhiming;  Xu, Shuhua
收藏  |  浏览/下载：214/0  |  提交时间：2018/07/30
LPG: A four-group probabilistic approach to leveraging pleiotropy in genome-wide association studies 期刊论文
BMC Genomics, 2018, 卷号: 19, 期号: 1
作者:  Yang,Yi;  Dai,Mingwei;  Huang,Jian;  Lin,Xinyi;  Yang,Can;  Chen,Min;  Liu,Jin
收藏  |  浏览/下载：485/0  |  提交时间：2018/07/30
Pleiotropy  Variational Bayesian expectation-maximization  Genome-wide association studies  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
作者:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
收藏  |  浏览/下载：260/0  |  提交时间：2018/07/30
Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
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：177/0  |  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  
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
作者:  Zhang, Shucong;  Zhou, Yong
收藏  |  浏览/下载：181/0  |  提交时间：2018/07/30
Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
作者:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：186/0  |  提交时间：2018/07/30
Convex hull decomposition  kernel  online classification  projection  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
作者:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：281/0  |  提交时间：2018/07/30
Human learning  Manifold regularization  Online semi-supervised learning  Lagrange dual problem  
TOBIT QUANTILE REGRESSION OF LEFT-CENSORED LONGITUDINAL DATA WITH INFORMATIVE OBSERVATION TIMES 期刊论文
STATISTICA SINICA, 2018, 卷号: 28, 期号: 1, 页码: 527-548
作者:  Wang, Zhanfeng;  Ding, Jieli;  Sun, Liuquan;  Wu, Yaohua
收藏  |  浏览/下载：212/0  |  提交时间：2019/01/11
Bootstrap resampling  estimating equations  informative observation times  left-censored longitudinal data  Tobit quantile regression