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Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2102-2106
作者:  Huang, Xiayuan;  Zhang, Bo;  Qiao, Hong;  Nie, Xiangli
收藏  |  浏览/下载：144/0  |  提交时间：2018/07/30
Canonical correlation analysis (CCA)  dimensionality reduction (DR)  local discriminant embedding (LDE)  multiview feature extraction  supervised polarimetric synthetic aperture radar (PolSAR) image classification  
Markov selection and W-strong Feller for 3D stochastic primitive equations 期刊论文
SCIENCE CHINA-MATHEMATICS, 2017, 卷号: 60, 期号: 10, 页码: 1873-1900
作者:  Dong, Zhao;  Zhang, RangRang
收藏  |  浏览/下载：154/0  |  提交时间：2018/07/30
primitive equations  Markov selection  W-strong Feller  
ORACLE INEQUALITIES AND SELECTION CONSISTENCY FOR WEIGHTED LASSO IN HIGH-DIMENSIONAL ADDITIVE HAZARDS MODEL 期刊论文
STATISTICA SINICA, 2017, 卷号: 27, 期号: 4, 页码: 1903-1920
作者:  Zhang, Haixiang;  Sun, Liuquan;  Zhou, Yong;  Huang, Jian
收藏  |  浏览/下载：149/0  |  提交时间：2018/07/30
High-dimensional covariates  oracle inequalities  sign consistency  survival analysis  variable selection  
Integrative Analysis of Transcription Factor Combinatorial Interactions Using a Bayesian Tensor Factorization Approach 期刊论文
FRONTIERS IN GENETICS, 2017, 卷号: 8, 页码: 12
作者:  Ye, Yusen;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：175/0  |  提交时间：2018/07/30
transcription regulation  TF regulatory networks  tensor factorization  integrative analysis of omics data  biological networks  
NetGen: a novel network-based probabilistic generative model for gene set functional enrichment analysis 期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 14
作者:  Sun, Duanchen;  Liu, Yinliang;  Zhang, Xiang-Sun;  Wu, Ling-Yun
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Gene ontology  Enrichment analysis  Network-based probabilistic generative model  Integer programming  Complex diseases  
Understanding biological systems through the lens of data 期刊论文
BMC SYSTEMS BIOLOGY, 2017, 卷号: 11, 页码: 2
作者:  Wang, Yong;  Zhang, Xiang-Sun;  Chen, Luonan
收藏  |  浏览/下载：162/0  |  提交时间：2018/07/30
Recovering scattering obstacles by multi-frequency phaseless far-field data 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2017, 卷号: 345, 页码: 58-73
作者:  Zhang, Bo;  Zhang, Haiwen
收藏  |  浏览/下载：160/0  |  提交时间：2018/07/30
Inverse obstacle scattering  Phaseless far-field pattern  Recursive Newton iteration method  Recovery of obstacles  Incident plane waves  Multiple frequency data  
Large deviation principles for 3D stochastic primitive equations 期刊论文
JOURNAL OF DIFFERENTIAL EQUATIONS, 2017, 卷号: 263, 期号: 5, 页码: 3110-3146
作者:  Dong, Zhao;  Zhai, Jianliang;  Zhang, Rangrang
收藏  |  浏览/下载：167/0  |  提交时间：2018/07/30
Primitive equation  Large deviations  Weak convergence method  
Comparative pan-cancer DNA methylation analysis reveals cancer common and specific patterns 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2017, 卷号: 18, 期号: 5, 页码: 761-773
作者:  Yang, Xiaofei;  Gao, Lin;  Zhang, Shihua
收藏  |  浏览/下载：147/0  |  提交时间：2018/07/30
cancer genomics  DNA-methylation  pan-cancer study  bioinformatics  
Discovery of cancer common and specific driver gene sets 期刊论文
NUCLEIC ACIDS RESEARCH, 2017, 卷号: 45, 期号: 10, 页码: 14
作者:  Zhang, Junhua;  Zhang, Shihua
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30