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Clustering dimensionless learning for multiple-physical-regime systems
期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2024, 卷号: 420, 页码: 21
作者:
Zhang, Lei
;
Xu ZY(许昭越)
;
Wang SZ(王士召)
;
He GW(何国威)
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/03/11
Cluster
Active subspace
Data-driven dimensional analysis
Machine learning
A paralleled embedding high-dimensional Bayesian optimization with additive Gaussian kernels for solving CNOP
期刊论文
OCEAN MODELLING, 2023, 卷号: 184, 页码: 26
作者:
Yuan, Shijin
;
Liu, Yaxuan
;
Qin, Bo
;
Mu, Bin
;
Zhang, Kun
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  |  
浏览/下载:7/0
  |  
提交时间:2023/12/07
Autoencoder based Bayesian optimization
Additive Gaussian kernels
Paralleled acquisition function
CNOP
Regional ocean modeling system
Upstream Kuroshio transport
Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Zhang, Wensheng
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Affine subspace
low-rank representation
low-rank tensor
multi-view learning
subspace clustering
Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729
作者:
Weiliang Zuo
;
Jingmin Xin
;
Changnong Liu
;
Nanning Zheng
;
Akira Sano
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/07/20
Capon beamformer
direction-of-arrival (DOA) estimation
large-sample mean-squared-error (MSE)
subspace-based methods
uniform linear array
Artificial neural network based response surface for data-driven dimensional analysis
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 459, 页码: 19
作者:
Xu, Zhaoyue
;
Zhang, Xinlei
;
Wang, Shizhao
;
He, Guowei
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  |  
浏览/下载:17/0
  |  
提交时间:2022/07/18
Artificial neural network
Response surface
Data-driven dimensional analysis
Machine learning
Fluid-structure interaction
Missing data analysis with sufficient dimension reduction
期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2022, 页码: 22
作者:
ZHENG, Siming
;
WAN, Alan T. K.
;
ZHOU, Yong
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  |  
浏览/下载:4/0
  |  
提交时间:2023/02/07
Asymptotically equivalent
estimating equations projection
generalized method of moments
inverted probability weighting
missing at random
An Orthogonal Subspace Decomposition Method for Cross-Modal Retrieval
期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 3, 页码: 45-53
作者:
Zeng, Zhixiong
;
Xu, Nan
;
Mao, Wenji
;
Zeng, Daniel
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  |  
浏览/下载:30/0
  |  
提交时间:2022/09/19
Semantics
Representation learning
Task analysis
Matrix decomposition
Automation
Interference
Intelligent systems
Cross-modal Retrieval
Representation Learning
Orthogonal Decomposition
Surrogate space based dimension reduction for nonignorable nonresponse
期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 卷号: 168, 页码: 18
作者:
Deng, Jianqiu
;
Yang, Xiaojie
;
Wang, Qihua
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  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Sufficient dimension reduction
Nonignorable nonresponse
Cumulative mean estimation
Exponential tilting model
Regression calibration
Surrogate subspace
Recursive Least Squares Identification With Variable-Direction Forgetting via Oblique Projection Decomposition
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 547-555
作者:
Kun Zhu
;
Chengpu Yu
;
Yiming Wan
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  |  
浏览/下载:26/0
  |  
提交时间:2022/03/09
Non-persistent excitation
oblique projection
recursive least squares (RLS)
variable-direction forgetting (VDF)
A Quality-Related Fault Detection Method Based on the Dynamic Data-Driven Algorithm for Industrial Systems
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 页码: 1-11
作者:
Sun, Cheng-Yuan
;
Yin, Yi-Zhen
;
Kang HB(康浩博)
;
Ma HJ(马宏军)
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  |  
浏览/下载:11/0
  |  
提交时间:2022/01/20
Fault detection
Kernel
Monitoring
Heuristic algorithms
Nonlinear dynamical systems
Entropy
Principal component analysis
Dynamic feature
quality-related
fault detection
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