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清华大学 [5]
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期刊论文 [34]
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A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Min, Wenwen
;
Wan, Xiang
;
Chang, Tsung-Hui
;
Zhang, Shihua
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/04/02
Gene expression
Biology
Biological system modeling
Principal component analysis
Mathematical model
Data models
Big Data
Absolute-valued graph regularization
graph regularization
sparse learning
structured sparse singular value decomposition (SVD)
Assisted gene expression-based clustering with AWNCut
期刊论文
STATISTICS IN MEDICINE, 2018, 卷号: 37, 期号: 29, 页码: 4386-4403
作者:
Li, Yang
;
Bie, Ruofan
;
Hidalgo, Sebastian J. Teran
;
Qin, Yichen
;
Wu, Mengyun
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/08/22
assisted analysis
clustering
gene expression data
NCut
Bivariate Causal Discovery and Its Applications to Gene Expression and Imaging Data Analysis
期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9
作者:
Jiao, Rong
;
Lin, Nan
;
Hu, Zixin
;
Bennett, David A.
;
Jin, Li
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
independence of cause and mechanism (ICM)
algorithmic information theory
additive noise models
genome-wide causal studies
gene expression
imaging data analysis
Assisted gene expression-based clustering with AWNCut
期刊论文
Statistics in medicine, 2018, 卷号: 37, 页码: 4386-4403
作者:
Li Yang[1]
;
Bie Ruofan[2]
;
Teran Hidalgo Sebastian J[3]
;
Qin Yichen[4]
;
Wu Mengyun[5]
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/22
NCut
assisted analysis
clustering
gene expression data
Assisted clustering of gene expression data using ANCut
期刊论文
BMC GENOMICS, 2017, 卷号: 18
作者:
Hidalgo, Sebastian J. Teran
;
Wu, Mengyun
;
Ma, Shuangge
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/08/22
Assisted analysis
Clustering
Gene expression data
Optimal Bayes classifiers for functional data and density ratios
其他
2017-01-01
Dai, Xiongtao
;
Mueller, Hans-Georg
;
Yao, Fang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2017/12/03
Density estimation
Functional classification
Functional principal component analysis
Gaussian process
Quadratic discriminant analysis
PRINCIPAL-COMPONENTS-ANALYSIS
GENE-EXPRESSION DATA
PROBABILITY DENSITY
LONGITUDINAL DATA
CLASSIFICATION
DISCRIMINATION
MODELS
REGRESSION
MRI
A joint-L-2,L-1-norm-constraint-based semi-supervised feature extraction for RNA-Seq data analysis
期刊论文
NEUROCOMPUTING, 2017, 卷号: Vol.228, 页码: 263-269
作者:
Zheng,Chun-Hou
;
Liu,Feng
;
Wang,Dong
;
Shang,Jun-Liang
;
Liu,Jin-Xing
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/04/22
PENALIZED MATRIX DECOMPOSITION
PRINCIPAL COMPONENT ANALYSIS
GENE-EXPRESSION DATA
DIFFERENTIAL EXPRESSION
PROTEIN INTERACTIONS
FACE RECOGNITION
SELECTION
NORMALIZATION
CLASSIFICATION
ALGORITHM
Adaptive modelling of gene regulatory network using Bayesian information criterion-guided sparse regression approach
期刊论文
IET SYSTEMS BIOLOGY, 2016, 卷号: 10, 期号: 6, 页码: 252-259
作者:
Shi, Ming
;
Shen, Weiming
;
Wang, Hong-Qiang
;
Chong, Yanwen
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2017/12/18
Genetics
Bayes Methods
Genomics
Regression Analysis
Inference Mechanisms
Bioinformatics
Adaptive Modelling
Gene Regulatory Network
Bayesian Information Criterion-guided Sparse Regression Approach
Grn
Microarray Expression Data
Systems Biology
Grn Reconstruction
Optimisation
l(1)-norm Regularisation
Comparative analysis of gene expression profiles of gastric cardia adenocarcinoma and gastric non-cardia adenocarcinoma
期刊论文
ONCOLOGY LETTERS, 2016, 卷号: 12, 期号: 5
作者:
Song, Bin
;
Du, Juan
;
Deng, Neng
;
Ren, Ji-Chen
;
Shu, Zhen-Bo
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/05
gastric cardia adenocarcinoma
gastric non-cardia adenocarcinoma
gene expression data
differentially-expressed genes
functional enrichment analysis
protein-protein interaction network
Constructing Weighted Gene Correlation Network on GPUs
期刊论文
FRONTIER COMPUTING: THEORY, TECHNOLOGIES AND APPLICATIONS, 2016, 卷号: 375, 页码: 429-439
作者:
Yang, Guanghui
;
Zhang, Sheng
;
Tian, Yuan
;
Lin, Ping
;
Wan, Jiang-Feng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2018/07/16
Weighted network
GPU
Gene correlation expression
Biological data analysis
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