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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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Sparse system identification for stochastic systems with general observation sequences
期刊论文
AUTOMATICA, 2020, 卷号: 121, 页码: 13
Authors:
Zhao, Wenxiao
;
Yin, George
;
Bai, Er-Wei
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Submit date:2021/01/14
Stochastic system
Sparse identification
Feedback control
Strong consistency
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
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Submit date:2020/09/23
spectral operators
matrix-valued functions
semismoothness
generalized Jacobian
基于奇异谱分析的航空客运需求分析与分解集成预测模型
期刊论文
系统工程理论与实践, 2020, 卷号: 40.0, 期号: 007, 页码: 1844-1855
Authors:
梁小珍
;
郭战坤
;
张倩文
;
杨明歌
;
汪寿阳
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Submit date:2021/01/14
航空客运需求
奇异谱分析
排列熵
支持向量回归
分解集成预测
向量优化问题的线性标量化方法和Lagrange乘子研究
期刊论文
中国科学:数学, 2020, 卷号: 000, 期号: 002, 页码: 253-268
Authors:
杨新民
;
陈光亚
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Submit date:2021/01/14
向量优化
广义凸性
择一定理
线性标量化
Lagrange乘子存在性
Evolutionary support vector machine for RMB exchange rate forecasting
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
Authors:
Fu, Sibao
;
Li, Yongwu
;
Sun, Shaolong
;
Li, Hongtao
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View/Download:17/0
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Submit date:2020/01/10
Exchange rate forecasting
Evolutionary support vector regression
Particle swarm optimization
Genetic algorithm
Phase space reconstruction
Parameter Estimation and Variable Selection for Big Systems of Linear Ordinary Differential Equations: A Matrix-Based Approach
期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2019, 卷号: 114, 期号: 526, 页码: 657-667
Authors:
Wu, Leqin
;
Qiu, Xing
;
Yuan, Ya-xiang
;
Wu, Hulin
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Submit date:2020/01/10
Complex system
Eigenvalue updating algorithm
High dimension
Matrix-based variable selection
Ordinary differential equation
Separable least squares
STRUCTURED QUASI-NEWTON METHODS FOR OPTIMIZATION WITH ORTHOGONALITY CONSTRAINTS
期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2019, 卷号: 41, 期号: 4, 页码: A2239-A2269
Authors:
Hu, Jiang
;
Jiang, Bo
;
Lin, Lin
;
Wen, Zaiwen
;
Yuan, Ya-Xiang
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View/Download:18/0
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Submit date:2020/01/10
optimization with orthogonality constraints
structured quasi-Newton method
limited-memory Nystrom approximation
Hartree-Fock total energy minimization
A secondary-decomposition-ensemble learning paradigm for forecasting PM2.5 concentration
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2018, 卷号: 9, 期号: 6, 页码: 989-999
Authors:
Gan, Kai
;
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:37/0
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Submit date:2018/11/16
Secondary-decomposition-ensemble learning paradigm
Complementary ensemble empirical mode decomposition
Phase space reconstruction
Least square support vector regression
Hybrid intelligent algorithm
A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting
期刊论文
APPLIED MATHEMATICAL MODELLING, 2018, 卷号: 57, 页码: 163-178
Authors:
Niu, Mingfei
;
Hu, Yueyong
;
Sun, Shaolong
;
Liu, Yu
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View/Download:22/0
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Submit date:2018/07/30
Container throughput forecasting
Variational mode decomposition
Support vector regression
Hybridizing grey wolf optimization
Hybrid decomposition-ensemble model
A Novel Manifold Regularized Online Semi-supervised Learning Model
期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:
Ding, Shuguang
;
Xi, Xuanyang
;
Liu, Zhiyong
;
Qiao, Hong
;
Zhang, Bo
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View/Download:32/0
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Submit date:2018/07/30
Human learning
Manifold regularization
Online semi-supervised learning
Lagrange dual problem