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科研机构
数学与系统科学研究... [11]
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期刊论文 [11]
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2022 [4]
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专题:数学与系统科学研究院
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Interaction-based transcriptome analysis via differential network inference
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 11
作者:
Leng, Jiacheng
;
Wu, Ling-Yun
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/02/07
differential network inference
differential expression analysis
interaction-based transcriptome analysis
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:24/0
  |  
提交时间:2022/06/21
single-cell DNA sequencing
intra-tumor heterogeneity
single nucleotide variation
copy number alteration
Bayesian modeling
cancer evolution
A Comprehensive Survey on Community Detection With Deep Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 21
作者:
Su, Xing
;
Xue, Shan
;
Liu, Fanzhen
;
Wu, Jia
;
Yang, Jian
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  |  
浏览/下载:22/0
  |  
提交时间:2022/04/29
Deep learning
Taxonomy
Optimization
Partitioning algorithms
Clustering algorithms
Social networking (online)
Peer-to-peer computing
Community detection
deep learning
graph neural network
network representation
social networks
Importance-Penalized Joint Graphical Lasso (IPJGL): differential network inference via GGMs
期刊论文
BIOINFORMATICS, 2022, 卷号: 38, 期号: 3, 页码: 770-777
作者:
Leng, Jiacheng
;
Wu, Ling-Yun
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  |  
浏览/下载:21/0
  |  
提交时间:2022/04/02
Stein variational gradient descent with local approximations
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2021, 卷号: 386, 页码: 20
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:10/0
  |  
提交时间:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
作者:
Zhang, Chihao
;
Zhang, Shihua
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  |  
浏览/下载:100/0
  |  
提交时间:2021/04/26
Matrix decomposition
Bayes methods
Data integration
Inference algorithms
Data models
Data mining
Gaussian distribution
Bayesian methods
matrix decomposition
data integration
variational Bayesian inference
maximum a posterior
Reliability modeling and evaluation of lifetime delayed degradation process with nondestructive testing
期刊论文
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 卷号: 208, 页码: 11
作者:
Li, Zan
;
Wang, Fengming
;
Wang, Chengjie
;
Hu, Qingpei
;
Yu, Dan
收藏
  |  
浏览/下载:121/0
  |  
提交时间:2021/04/26
Degradation process
Lifetime distribution
Delayed degradation
Crack initiation
Crack growth
Local optimization-based statistical inference
期刊论文
ELECTRONIC JOURNAL OF STATISTICS, 2017, 卷号: 11, 期号: 1, 页码: 2295-2320
作者:
Xiong, Shifeng
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  |  
浏览/下载:19/0
  |  
提交时间:2018/07/30
Bootstrap
importance sampling
non-regular problem
resampling
space-filling design
stochastic programming
Generalized endpoint-inflated binomial model
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 卷号: 89, 页码: 97-114
作者:
Tian, Guo-Liang
;
Ma, Huijuan
;
Zhou, Yong
;
Deng, Dianliang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2018/07/30
Endpoint-inflated binomial distribution
Expectation-maximization algorithm
Multinomial logistic regression model
Stochastic representation
Zero-inflated binomial distribution
Marginal Likelihood Integrals for Mixtures of Independence Models
期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2009, 卷号: 10, 页码: 1611-1631
作者:
Lin, Shaowei
;
Sturmfels, Bernd
;
Xu, Zhiqiang
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  |  
浏览/下载:9/0
  |  
提交时间:2018/07/30
marginal likelihood
exact integration
mixture of independence model
computational algebra
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