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MIMIC: an optimization method to identify cell type-specific marker panel for cell sorting 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 6, 页码: 14
Authors:  Zou, Meng;  Duren, Zhana;  Yuan, Qiuyue;  Li, Henry;  Hutchins, Andrew Paul;  Wong, Wing Hung;  Wang, Yong
Favorite  |  View/Download:88/0  |  Submit date:2022/04/02
cell type-specific marker  TFs  surface markers  dimension reduction  hierarchical topology  
Study of Restrained Network Structures for Wasserstein Generative Adversarial Networks (WGANs) on Numeric Data Augmentation 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 89812-89821
Authors:  Wang, Wei;  Wang, Chuang;  Cui, Tao;  Li, Yue
Favorite  |  View/Download:99/0  |  Submit date:2020/09/23
Gallium nitride  Generative adversarial networks  Tensile stress  Generators  Indexes  Training  Numerical models  Restrained network structures  generative adversarial network  numeric data augmentation  
Convex optimization learning of faithful Euclidean distance representations in nonlinear dimensionality reduction 期刊论文
MATHEMATICAL PROGRAMMING, 2017, 卷号: 164, 期号: 1-2, 页码: 341-381
Authors:  Ding, Chao;  Qi, Hou-Duo
Favorite  |  View/Download:123/0  |  Submit date:2018/07/30
Euclidean distance matrix  Convex matrix optimization  Multidimensional scaling  Nonlinear dimensionality reduction  Low-rank matrix  Error bounds  Random graph models  
An incremental dimensionality reduction method on discriminant information for pattern classification 期刊论文
PATTERN RECOGNITION LETTERS, 2009, 卷号: 30, 期号: 15, 页码: 1416-1423
Authors:  Hu, Xiaoqin;  Yang, Zhixia;  Jing, Ling
Favorite  |  View/Download:71/0  |  Submit date:2018/07/30
Dimensionality reduction  Pattern classification  Discriminant mapping  
Improved correction for population stratification in genome-wide association studies by identifying hidden population structures 期刊论文
GENETIC EPIDEMIOLOGY, 2008, 卷号: 32, 期号: 3, 页码: 215-226
Authors:  Li, Qizhai;  Yu, Kai
Favorite  |  View/Download:62/0  |  Submit date:2018/07/30
population stratification  genome-wide association studies  likelihood ratio test  multidimensional scaling  
Spectral approximation orders of multidimensional nonstationary biorthogonal semi-multiresolution analysis in Sobolev space 期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2006, 卷号: 24, 期号: 1, 页码: 81-90
Authors:  Chen, WS;  Xu, C;  Lin, W
Favorite  |  View/Download:57/0  |  Submit date:2018/07/30
nonstationary subdivision algorithm  biorthogonal semi-MRAs  wavelets  spectral approximation  Sobolev space