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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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Linear screening for high-dimensional computer experiments
期刊论文
STAT, 2021, 卷号: 10, 期号: 1, 页码: 9
作者:
Li, Chunya
;
Chen, Daijun
;
Xiong, Shifeng
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浏览/下载:105/0
  |  
提交时间:2022/04/02
best linear approximation
best subset regression
nonlinear model
sure independence screening
OnsagerNet: Learning stable and interpretable dynamics using a generalized Onsager principle
期刊论文
PHYSICAL REVIEW FLUIDS, 2021, 卷号: 6, 期号: 11, 页码: 32
作者:
Yu, Haijun
;
Tian, Xinyuan
;
Weinan, E.
;
Li, Qianxiao
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  |  
浏览/下载:104/0
  |  
提交时间:2022/04/02
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
作者:
Zou, Meng
;
Duren, Zhana
;
Yuan, Qiuyue
;
Li, Henry
;
Hutchins, Andrew Paul
;
Wong, Wing Hung
;
Wang, Yong
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  |  
浏览/下载:159/0
  |  
提交时间:2022/04/02
cell type-specific marker
TFs
surface markers
dimension reduction
hierarchical topology
Jackknife model averaging for high-dimensional quantile regression
期刊论文
BIOMETRICS, 2021, 页码: 12
作者:
Wang, Miaomiao
;
Zhang, Xinyu
;
Wan, Alan T. K.
;
You, Kang
;
Zou, Guohua
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  |  
浏览/下载:159/0
  |  
提交时间:2022/04/02
asymptotic optimality
high-dimensional quantile regression
marginal quantile utility
model averaging
Testing High-Dimensional Nonparametric Behrens-Fisher Problem
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 页码: 18
作者:
Meng, Zhen
;
Li, Na
;
Yuan, Ao
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浏览/下载:140/0
  |  
提交时间:2021/10/26
Cauchy combination test
nonparametric Behrens-Fisher problem
rank-based test
U-statistic
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
;
Karypis, George
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  |  
浏览/下载:127/0
  |  
提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning
Distribution-Free One-Pass Learning
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 951-963
作者:
Zhao, Peng
;
Wang, Xinqiang
;
Xie, Siyu
;
Guo, Lei
;
Zhou, Zhi-Hua
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浏览/下载:187/0
  |  
提交时间:2021/04/26
Data models
Random variables
Proposals
Training
Prediction algorithms
Task analysis
Compressed sensing
Distribution change
one-pass learning
robust learning
non-stationary environments
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
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  |  
浏览/下载:146/0
  |  
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)
Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
作者:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
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  |  
浏览/下载:177/0
  |  
提交时间:2021/04/26
Sparse SVD
low-rank matrix decomposition
group-sparse penalty
overlapping group-sparse penalty
coordinate descent method
alternating direction method of multipliers (ADMM)
data mining
A wavelet-based learning approach assisted multiscale analysis for estimating the effective thermal conductivities of particulate composites
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 374, 页码: 28
作者:
Dong, Hao
;
Nie, Yufeng
;
Cui, Junzhi
;
Kou, Wenbo
;
Zou, Minqiang
;
Han, Junyan
;
Guan, Xiaofei
;
Yang, Zihao
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  |  
浏览/下载:199/0
  |  
提交时间:2021/04/26
Particulate composites
Effective thermal conductivities
Multiscale modeling
Artificial neural network
Wavelet transform