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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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Continuous time hidden Markov model for longitudinal data
期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
Authors:
Zhou, Jie
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:15/0
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Submit date:2020/09/23
Continuous-time HMMs
Longitudinal data
ML estimator
Unknown number of hidden states
SCAD penalty
A joint modeling approach for analyzing marker data in the presence of a terminal event
期刊论文
BIOMETRICS, 2020, 页码: 12
Authors:
Zhou, Jie
;
Chen, Xin
;
Song, Xinyuan
;
Sun, Liuquan
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View/Download:16/0
  |  
Submit date:2020/05/24
joint modeling
longitudinal data analysis
marker process
medical costs
recurrent events
terminal event
A PRIMAL-DUAL INTERIOR-POINT METHOD CAPABLE OF RAPIDLY DETECTING INFEASIBILITY FOR NONLINEAR PROGRAMS
期刊论文
JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2020, 卷号: 16, 期号: 2, 页码: 1009-1035
Authors:
Dai, Yu-Hong
;
Liu, Xin-Wei
;
Sun, Jie
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View/Download:10/0
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Submit date:2020/05/24
Nonlinear programming
constrained optimization
infeasibility
interior-point method
global and local convergence
SPECTRAL OPERATORS OF MATRICES: SEMISMOOTHNESS AND CHARACTERIZATIONS OF THE GENERALIZED JACOBIAN
期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2020, 卷号: 30, 期号: 1, 页码: 630-659
Authors:
Ding, Chao
;
Sun, Defeng
;
Sun, Jie
;
Toh, Kim-Chuan
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View/Download:11/0
  |  
Submit date:2020/09/23
spectral operators
matrix-valued functions
semismoothness
generalized Jacobian
Confidence intervals for Markov chain transition probabilities based on next generation sequencing reads data
期刊论文
QUANTITATIVE BIOLOGY, 2020, 卷号: 8, 期号: 2, 页码: 143-154
Authors:
Wan, Lin
;
Kang, Xin
;
Ren, Jie
;
Sun, Fengzhu
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Submit date:2021/01/14
DNA
FREQUENCIES
PREDICTION
Markov chains
next generation sequencing
transition probabilities
confidence intervals
A new multiscale decomposition ensemble approach for forecasting exchange rates
期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
Authors:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:16/0
  |  
Submit date:2020/01/10
Exchange rates forecasting
Variational mode decomposition
Support vector regression
Support vector neural network
Ensemble learning
Forecasting tourist arrivals with machine learning and internet search index
期刊论文
TOURISM MANAGEMENT, 2019, 卷号: 70, 页码: 1-10
Authors:
Sun, Shaolong
;
Wei, Yunjie
;
Tsui, Kwok-Leung
;
Wang, Shouyang
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View/Download:30/0
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Submit date:2019/01/11
Tourism demand forecasting
Kernel extreme learning machine
Search query data
Big data analytics
Composite search index
带终止事件纵向数据半参数部分线性单指标模型
期刊论文
中国科学数学, 2019, 卷号: 049, 期号: 001, 页码: 73
Authors:
周洁
;
周晓华
;
孙六全
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Submit date:2020/01/10
Interval decomposition ensemble approach for crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2018, 卷号: 76, 页码: 274-287
Authors:
Sun, Shaolong
;
Sun, Yuying
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:23/0
  |  
Submit date:2019/03/05
Bivariate empirical mode decomposition
Crude oil price forecasting
Interval-valued time series
Interval Holt's method
Interval neural networks
Spectral operators of matrices
期刊论文
MATHEMATICAL PROGRAMMING, 2018, 卷号: 168, 期号: 1-2, 页码: 509-531
Authors:
Ding, Chao
;
Sun, Defeng
;
Sun, Jie
;
Toh, Kim-Chuan
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View/Download:19/0
  |  
Submit date:2018/07/30
Spectral operators
Directional differentiability
Frechet differentiability
Matrix valued functions
Proximal mappings