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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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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:172/0
  |  
提交时间:2022/06/21
single-cell DNA sequencing
intra-tumor heterogeneity
single nucleotide variation
copy number alteration
Bayesian modeling
cancer evolution
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
作者:
Heng, Jiani
;
Hong, Yongmiao
;
Hu, Jianming
;
Wang, Shouyang
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  |  
浏览/下载:102/0
  |  
提交时间:2022/04/02
Probabilistic and deterministic wind speed
forecasting
Wind characteristic information
Probability density functions
Generalized Gaussian process
Pseudo-Likelihood
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:104/0
  |  
提交时间:2022/04/02
Stein variational gradient decent
Bayesian inference
Deep learning
Local approximation
A Gaussian Process Emulator Based Approach for Bayesian Calibration of a Functional Input
期刊论文
TECHNOMETRICS, 2021, 页码: 13
作者:
Li, Zhaohui
;
Tan, Matthias Hwai Yong
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浏览/下载:104/0
  |  
提交时间:2022/04/02
Bayesian calibration
Dimension reduction
Functional input
Sequential design
Multimodel inference based on smoothed information criteria
期刊论文
SCIENCE CHINA-MATHEMATICS, 2021, 页码: 16
作者:
Zhao, Shangwei
;
Zhang, Xinyu
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浏览/下载:131/0
  |  
提交时间:2021/10/26
information criterion
model averaging
multimodel inference
variance estimation
weight
The Asymptotic Behavior of Bootstrap Support Values in Molecular Phylogenetics
期刊论文
SYSTEMATIC BIOLOGY, 2021, 卷号: 70, 期号: 4, 页码: 774-785
作者:
Huang, Jun
;
Liu, Yuting
;
Zhu, Tianqi
;
Yang, Ziheng
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浏览/下载:139/0
  |  
提交时间:2021/10/26
Bootstrap
model selection
star-tree paradox
support value
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:189/0
  |  
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
A survey and systematic assessment of computational methods for drug response prediction
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 1, 页码: 232-246
作者:
Chen, Jinyu
;
Zhang, Louxin
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浏览/下载:189/0
  |  
提交时间:2021/06/01
Drug response prediction
regression model
low rank matrix factorization based approach
Bayesian inference
deep learning
benchmark
The heterogeneous effect of socioeconomic driving factors on PM2.5 in China's 30 province-level administrative regions: Evidence from Bayesian hierarchical spatial quantile regression
期刊论文
ENVIRONMENTAL POLLUTION, 2020, 卷号: 264, 页码: 10
作者:
Zou, Qingrong
;
Shi, Jian
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  |  
浏览/下载:127/0
  |  
提交时间:2020/09/23
Quantile regression
Spatial method
Bayesian inference
PM2.5 pollution
Socioeconomic factors
A Bayesian In-Play Prediction Model for Association Football Outcomes
期刊论文
APPLIED SCIENCES-BASEL, 2020, 卷号: 10, 期号: 8, 页码: 18
作者:
Zou, Qingrong
;
Song, Kai
;
Shi, Jian
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  |  
浏览/下载:137/0
  |  
提交时间:2020/06/30
bayesian inference
point process model
in-play prediction
betting market
adjusting forecast
association football