CSpace

Browse/Search Results:  1-9 of 9 Help

Selected(0)Clear Items/Page:    Sort:
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
Authors:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
Favorite  |  View/Download:3/0  |  Submit date:2019/01/11
GATE: an efficient procedure in study of pleiotropic genetic associations 期刊论文
BMC GENOMICS, 2017, 卷号: 18, 页码: 15
Authors:  Zhang, Wei;  Yang, Liu;  Tang, Larry L.;  Liu, Aiyi;  Mills, James L.;  Sun, Yuanchang;  Li, Qizhai
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Pleiotropic genetic associations  Principal component analysis  Power  Biomedical study  
Simultaneous dimension reduction and adjustment for confounding variation 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 卷号: 113, 期号: 51, 页码: 14662-14667
Authors:  Lin, Zhixiang;  Yang, Can;  Zhu, Ying;  Duchi, John;  Fu, Yao;  Wang, Yong;  Jiang, Bai;  Zamanighomi, Mahdi;  Xu, Xuming;  Li, Mingfeng;  Sestan, Nenad;  Zhao, Hongyu;  Wong, Wing Hung
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
dimension reduction  confounding variation  transcriptome  
Improving protein-protein interactions prediction accuracy using protein evolutionary information and relevance vector machine model 期刊论文
PROTEIN SCIENCE, 2016, 卷号: 25, 期号: 10, 页码: 1825-1833
Authors:  An, Ji-Yong;  Meng, Fan-Rong;  You, Zhu-Hong;  Chen, Xing;  Yan, Gui-Ying;  Hu, Ji-Pu
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
evolutionary information  position specific scoring matrix  proteomics  
Power Calculation of Multi-step Combined Principal Components with Applications to Genetic Association Studies 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 10
Authors:  Li, Zhengbang;  Zhang, Wei;  Pan, Dongdong;  Li, Qizhai
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Raman Spectroscopy in Colorectal Cancer Diagnostics: Comparison of PCA-LDA and PLS-DA Models 期刊论文
JOURNAL OF SPECTROSCOPY, 2016, 页码: 6
Authors:  Liu, Wenjing;  Sun, Zhaotian;  Chen, Jinyu;  Jing, Chuanbo
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Recursive estimation for ordered eigenvectors of symmetric matrix with observation noise 期刊论文
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2011, 卷号: 382, 期号: 2, 页码: 822-842
Authors:  Chen, Han-Fu;  Fang, Hai-Tao;  Zhang, Li-Li
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Principal component analysis (PCA)  Recursive algorithm  Stochastic approximation  Ordered convergence  Convergence rate  
An improved local tangent space alignment method for manifold learning 期刊论文
PATTERN RECOGNITION LETTERS, 2011, 卷号: 32, 期号: 2, 页码: 181-189
Authors:  Zhang, Peng;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Nonlinear dimensionality reduction  Manifold learning  Data mining  
A neural-network-based nonlinear metamodeling approach to financial time series forecasting 期刊论文
APPLIED SOFT COMPUTING, 2009, 卷号: 9, 期号: 2, 页码: 563-574
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
Favorite  |  View/Download:1/0  |  Submit date:2018/07/30
Artificial neural networks  Metamodeling  Data sampling  Meta-learning  PCA  Financial time series forecasting