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Variable selection for partially varying coefficient model based on modal regression under high dimensional data
期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2022, 卷号: 51, 期号: 1, 页码: 232-248
作者:
Xia, Yafeng
;
Zhang, Lirong
;
Zhang, Aiping
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/03/01
Partially varying coefficient model
high dimensional data
modal regression
variable selection
Registration-Free Multicomponent Joint AVA Inversion Using Optimal Transport
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60, 页码: 13
作者:
Luo, Cong
;
Huang, Guangtan
;
Chen, Xiaohong
;
Chen, Yangkang
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  |  
浏览/下载:69/0
  |  
提交时间:2022/02/17
Earth
Mathematical model
Convex functions
Transforms
Signal to noise ratio
Media
Linear approximation
Amplitude variation with offset
angle (AVO
AVA) inversion
joint inversion
multicomponent
optimal transport
registration-free
A Pareto front estimation-based constrained multi-objective evolutionary algorithm
期刊论文
Applied Intelligence, 2022
作者:
Cao, Jie
;
Yan, Zesen
;
Chen, Zuohan
;
Zhang, Jianlin
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  |  
浏览/下载:11/0
  |  
提交时间:2022/09/22
Constrained optimization
Evolutionary algorithms
Multiobjective optimization
Adaptive fitness
Constrained multi-objective evolutionary algorithm
Constrained multi-objective optimizations
Multi-Objective Evolutionary Algorithm
Multi-objective optimization problem
Multiple populations
Novel methods
Pareto front
Pareto front curvature
Scalarizing function
Variable selection for a mark-specific additive hazards model using the adaptive LASSO
期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 15
作者:
Han, Dongxiao
;
Qu, Lianqiang
;
Sun, Liuquan
;
Sun, Yanqing
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  |  
浏览/下载:63/0
  |  
提交时间:2021/10/26
Adaptive LASSO
additive hazards model
competing risks
continuous mark
mark-specific vaccine effects
survival data
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:8/0
  |  
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)
A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
作者:
Chuang Chen
;
Ningyun Lu
;
Bin Jiang
;
Cunsong Wang
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  |  
浏览/下载:49/0
  |  
提交时间:2021/04/09
Long short-term memory (LSTM) network
predictive maintenance
remaining useful life (RUL) estimation
risk-averse adaptation
support vector regression (SVR)
EXACT PENALTY FUNCTION FOR \ell2,1 NORM MINIMIZATION OVER THE STIEFEL MANIFOLD
期刊论文
SIAM JOURNAL ON OPTIMIZATION, 2021, 卷号: 31, 期号: 4, 页码: 3097-3126
作者:
Xiao, Nachuan
;
Liu, Xin
;
Ya-Xiang Yuan
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  |  
浏览/下载:6/0
  |  
提交时间:2022/04/02
orthogonality constraint
Stiefel manifold
nonsmooth optimization
augmented Lagrangian method
A class of smooth exact penalty function methods for optimization problems with orthogonality constraints
期刊论文
OPTIMIZATION METHODS & SOFTWARE, 2020, 页码: 37
作者:
Xiao, Nachuan
;
Liu, Xin
;
Yuan, Ya-xiang
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  |  
浏览/下载:17/0
  |  
提交时间:2021/01/14
Orthogonality constraint
Stiefel manifold
augmented Lagrangian method
Ion Mobility Spectrometry Spectrum Reconstruction and Characteristic Peaks Extraction Algorithm Research
期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2020, 卷号: 40, 期号: 9, 页码: 2681-2685
作者:
Zhang Gen-wei
;
Peng Si-long
;
Guo Teng-xiao
;
Yang Jie
;
Yang Jun-chao
收藏
  |  
浏览/下载:70/0
  |  
提交时间:2021/01/07
Ion mobility spectrometry
Spectrum reconstruction
Characteristic peaks extraction
Sparse representation
Surrogate function algorithm
A penalty-free method with superlinear convergence for equality constrained optimization
期刊论文
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 卷号: 76, 期号: 3, 页码: 801-833
作者:
Chen, Zhongwen
;
Dai, Yu-Hong
;
Liu, Jiangyan
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  |  
浏览/下载:27/0
  |  
提交时间:2020/09/23
Equality constrained optimization
Trust region method
Penalty-free method
Global convergence
Superlinear convergence
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