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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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浏览/检索结果:
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DATA-ADAPTIVE EFFICIENT ESTIMATION STRATEGIES FOR BIOMARKER STUDIES EMBEDDED IN RANDOMIZED TRIALS
期刊论文
ANNALS OF APPLIED STATISTICS, 2022, 卷号: 16, 期号: 4, 页码: 2250-2265
作者:
Zhang, Weiz
;
Zhang, Zhi wei
;
Troendle, James F.
;
Liu, Aiyi
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2023/02/07
Augmentation
precision medicine
semiparametric theory
super learner
two-phase sampling
Variational deep embedding-based active learning for the diagnosis of pneumonia
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:
Huang, Jian
;
Ding, Wen
;
Zhang, Jiarun
;
Li, Zhao
;
Shu, Ting
;
Kuosmanen, Pekka
;
Zhou, Guanqun
;
Zhou, Chuan
;
Yu, Gang
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  |  
浏览/下载:96/0
  |  
提交时间:2023/02/07
pneumonia diagnosis
active learning
variational autoencoders
brain-like computing
human-centric computing
Data completion algorithms and their applications in inverse acoustic scattering with limited-aperture backscattering data
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 469, 页码: 17
作者:
Dou, Fangfang
;
Liu, Xiaodong
;
Meng, Shixu
;
Zhang, Bo
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  |  
浏览/下载:75/0
  |  
提交时间:2023/02/07
Inverse acoustic scattering
Limited aperture
Backscattering data
Data completion
Direct sampling method
Factorization method
Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
作者:
Guo, Ling
;
Wu, Hao
;
Yu, Xiaochen
;
Zhou, Tao
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  |  
浏览/下载:51/0
  |  
提交时间:2023/02/07
Physics -informed neural networks
Fractional Laplacian
Nonlocal operators
Uncertainty quantification
BiTSC2: Bayesian inference of tumor clonal tree by joint analysis of single-cell SNV and CNA data
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
作者:
Chen, Ziwei
;
Gong, Fuzhou
;
Wan, Lin
;
Ma, Liang
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  |  
浏览/下载:168/0
  |  
提交时间:2022/06/21
single-cell DNA sequencing
intra-tumor heterogeneity
single nucleotide variation
copy number alteration
Bayesian modeling
cancer evolution
Cross-Network Skip-Gram Embedding for Joint Network Alignment and Link Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 3, 页码: 1080-1095
作者:
Du, Xingbo
;
Yan, Junchi
;
Zhang, Rui
;
Zha, Hongyuan
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浏览/下载:121/0
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提交时间:2022/04/02
Task analysis
Predictive models
Social network services
Peer-to-peer computing
Optimization
Computational modeling
Computer science
Link prediction
network alignment
cross-network embedding
skip-gram
biased random walk
MODIFIED SAMPLING METHOD WITH NEAR FIELD MEASUREMENTS
期刊论文
SIAM JOURNAL ON APPLIED MATHEMATICS, 2022, 卷号: 82, 期号: 1, 页码: 244-266
作者:
Liu, Xiaodong
;
Meng, Shixu
;
Zhang, Bo
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  |  
浏览/下载:144/0
  |  
提交时间:2022/04/29
inverse scattering
sampling method
near field measurements
limited-aperture
A NOTE ON TRANSMISSION EIGENVALUES IN
期刊论文
INVERSE PROBLEMS AND IMAGING, 2021, 卷号: 15, 期号: 5, 页码: 999-1014
作者:
Cakoni, Fioralba
;
Meng, Shixu
;
Xiao, Jingni
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  |  
浏览/下载:163/0
  |  
提交时间:2021/10/26
Key words and phrases
Inverse problems
Maxwell equations
transmission eigenvalues
scat-tering theory
distribution of eigenvalues
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:120/0
  |  
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
Group testing can improve the cost-efficiency of prospective-retrospective biomarker studies
期刊论文
BMC MEDICAL RESEARCH METHODOLOGY, 2021, 卷号: 21, 期号: 1, 页码: 10
作者:
Zhang, Wei
;
Zhang, Zhiwei
;
Krushkal, Julia
;
Liu, Aiyi
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  |  
浏览/下载:134/0
  |  
提交时间:2021/04/26
Biomarker study design
Cost-efficiency
Group testing
Pooling
Two-phase sampling